The Most Comprehensive List of Kaggle Solutions and Ideas
This is a list of almost all available solutions and ideas shared by top performers in the past Kaggle competitions. This list gets updated as soon as a new competition finishes. If you find a solution besides the ones listed here, I would encourage you to contribute to this repo by making a pull request. The symbols used in this list are described here.
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Check out the following markdown pages about Top Kagglers Tips/Tricks and all Kernels of The week.
Title & Description | Details | Solutions | Pins | |
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627. Playground Series - Season 4, Episode 10
Loan Approval Prediction |
Prize: Swag Team: 3,858 Kind: Playground Metric: Roc Auc Score Year: 2024 |
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626. NeurIPS - Ariel Data Challenge 2024
Derive exoplanet signals from Ariels optical instruments |
Prize: $50,000 Team: 1,151 Kind: Featured Metric: Ariel Gaussian Log Likelihood Year: 2024 |
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625. RSNA 2024 Lumbar Spine Degenerative Classification
Classify lumbar spine degenerative conditions |
Prize: $50,000 Team: 1,874 Kind: Featured Metric: RSNA Lumbar Metric 71549 Year: 2024 |
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624. Playground Series - Season 4, Episode 9
Regression of Used Car Prices |
Prize: Swag Team: 3,066 Kind: Playground Metric: Mean Squared Error Year: 2024 |
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623. ISIC 2024 - Skin Cancer Detection with 3D-TBP
Identify cancers among skin lesions cropped from 3D total body photographs |
Prize: $80,000 Team: 2,739 Kind: Research Metric: ISIC pAUC-aboveTPR Year: 2024 |
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622. Playground Series - Season 4, Episode 8
Binary Prediction of Poisonous Mushrooms |
Prize: Swag Team: 2,422 Kind: Playground Metric: Matthews Corrcoef Year: 2024 |
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621. LLM 20 Questions
Guess the secret word in this cooperative game of question asking and answering |
Prize: $50,000 Team: 832 Kind: Featured Metric: llm_20_questions Year: 2024 |
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620. LMSYS - Chatbot Arena Human Preference Predictions
Predicting Human Preferences in the Wild |
Prize: $100,000 Team: 1,849 Kind: Research Metric: Log Loss Year: 2024 |
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619. Playground Series - Season 4, Episode 7
Binary Classification of Insurance Cross Selling |
Prize: Swag Team: 2,234 Kind: Playground Metric: Roc Auc Score Year: 2024 |
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618. USPTO - Explainable AI for Patent Professionals
Help patent professionals understand AI results through a familiar query language |
Prize: $50,000 Team: 571 Kind: Featured Metric: USPTO 59575 Year: 2024 |
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617. LEAP - Atmospheric Physics using AI (ClimSim)
Simulate higher resolution atmospheric processes within E3SM-MMF, a climate model supported by the U.S. Department of Energy |
Prize: $50,000 Team: 693 Kind: Research Metric: R2 Score Year: 2024 |
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616. NeurIPS 2024 - Predict New Medicines with BELKA
Predict small molecule-protein interactions using the Big Encoded Library for Chemical Assessment (BELKA) |
Prize: $50,000 Team: 1,950 Kind: Featured Metric: Leash Average mAP Year: 2024 |
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615. Learning Agency Lab - Automated Essay Scoring 2.0
Improve upon essay scoring algorithms to improve student learning outcomes |
Prize: $50,000 Team: 2,706 Kind: Featured Metric: Cohen Kappa Score Year: 2024 |
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614. Playground Series - Season 4, Episode 6
Classification with an Academic Success Dataset |
Prize: Swag Team: 2,684 Kind: Playground Metric: Accuracy Score Year: 2024 |
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613. AI Mathematical Olympiad - Progress Prize 1
Solve national-level math challenges using artificial intelligence models |
Prize: $1,048,576 Team: 1,161 Kind: Featured Metric: Accuracy Score Year: 2024 |
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612. BirdCLEF 2024
Bird species identification from audio, focused on under-studied species in the Western Ghats, a major biodiversity hotspot in India. |
Prize: $50,000 Team: 974 Kind: Research Metric: Birdclef ROC AUC Year: 2024 |
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611. Image Matching Challenge 2024 - Hexathlon
Reconstruct 3D scenes from 2D images over six different domains |
Prize: $50,000 Team: 929 Kind: Research Metric: mAA-on-camera-centers-with-registration Year: 2024 |
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610. PlantTraits2024 - FGVC11
Uncovering the biosphere; Predicting 6 Vital Plant Traits from Plant Images for Ecosystem Health |
Prize: Knowledge Team: 398 Kind: Research Metric: R2 Score Year: 2024 |
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609. Playground Series - Season 4, Episode 5
Regression with a Flood Prediction Dataset |
Prize: Swag Team: 2,788 Kind: Playground Metric: R2 Score Year: 2024 |
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608. Home Credit - Credit Risk Model Stability
Create a model measured against feature stability over time |
Prize: $105,000 Team: 3,856 Kind: Featured Metric: Home Credit 2023 - Gini Stability Year: 2024 |
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607. GeoLifeCLEF 2024 @ LifeCLEF & CVPR-FGVC
Location-based species presence prediction |
Prize: Knowledge Team: 51 Kind: Research Metric: F-Score Beta (Micro) Year: 2024 |
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606. Playground Series - Season 4, Episode 4
Regression with an Abalone Dataset |
Prize: Swag Team: 2,606 Kind: Playground Metric: Mean Squared Log Error Year: 2024 |
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605. Enefit - Predict Energy Behavior of Prosumers
Predict Prosumer Energy Patterns and Minimize Imbalance Costs. |
Prize: $50,000 Team: 2,731 Kind: Featured Metric: Mean Absolute Error Year: 2024 |
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604. The Learning Agency Lab - PII Data Detection
Develop automated techniques to detect and remove PII from educational data. |
Prize: $60,000 Team: 2,048 Kind: Featured Metric: TLAL_F_beta Year: 2024 |
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603. LLM Prompt Recovery
Recover the prompt used to transform a given text |
Prize: $200,000 Team: 2,175 Kind: Featured Metric: LLM Nerd-Off Sharpened Cosine Similarity Year: 2024 |
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602. Google – AI Assistants for Data Tasks with Gemma
Build tools to assist Kaggle developers |
Prize: $50,000 Team: 0 Kind: Analytics Metric: - Year: 2024 |
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601. March Machine Learning Mania 2024
Forecast the 2024 College Basketball Tournaments |
Prize: $50,000 Team: 820 Kind: Featured Metric: Average Brier Bracket Score Year: 2024 |
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600. HMS - Harmful Brain Activity Classification
Classify seizures and other patterns of harmful brain activity in critically ill patients |
Prize: $50,000 Team: 2,767 Kind: Research Metric: Kullback Leibler Divergence Year: 2024 |
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599. Playground Series - Season 4, Episode 3
Steel Plate Defect Prediction |
Prize: Swag Team: 2,199 Kind: Playground Metric: Mean Columnwise Area Under Receiver Operating Characteristic Curve Year: 2024 |
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598. Optiver - Trading at the Close
Predict US stocks closing movements |
Prize: $100,000 Team: 4,436 Kind: Featured Metric: Mean Columnwise Mean Absolute Error Year: 2024 |
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597. Playground Series - Season 4, Episode 2
Multi-Class Prediction of Obesity Risk |
Prize: Swag Team: 3,587 Kind: Playground Metric: Accuracy Score Year: 2024 |
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596. SenNet + HOA - Hacking the Human Vasculature in 3D
Segment vasculature in 3D scans of human kidney |
Prize: $80,000 Team: 1,149 Kind: Research Metric: Surface Dice Metric Year: 2024 |
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595. Playground Series - Season 4, Episode 1
Binary Classification with a Bank Churn Dataset |
Prize: Swag Team: 3,632 Kind: Playground Metric: Roc Auc Score Year: 2024 |
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594. Santa 2023 - The Polytope Permutation Puzzle
Solve twisty puzzles in the fewest moves |
Prize: $50,000 Team: 1,054 Kind: Featured Metric: Santa 2023 Metric Year: 2024 |
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593. LLM - Detect AI Generated Text
Identify which essay was written by a large language model |
Prize: $110,000 Team: 4,358 Kind: Featured Metric: Roc Auc Score Year: 2024 |
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592. Linking Writing Processes to Writing Quality
Use typing behavior to predict essay quality |
Prize: $55,000 Team: 1,876 Kind: Featured Metric: Mean Squared Error Year: 2024 |
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591. NFL Big Data Bowl 2024
Help evaluate tackling tactics and strategy |
Prize: $100,000 Team: 0 Kind: Analytics Metric: - Year: 2024 |
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590. UBC Ovarian Cancer Subtype Classification and Outlier Detection (UBC-OCEAN)
Navigating Ovarian Cancer; Unveiling Common Histotypes and Unearthing Rare Variants |
Prize: $50,000 Team: 1,326 Kind: Research Metric: Balanced Accuracy Score Year: 2024 |
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589. Playground Series - Season 3, Episode 26
Multi-Class Prediction of Cirrhosis Outcomes |
Prize: Swag Team: 1,661 Kind: Playground Metric: Multiclass Loss Year: 2023 |
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588. CAFA 5 Protein Function Prediction
[Closed to new entrants] Predict the biological function of a protein |
Prize: $50,000 Team: 1,625 Kind: Research Metric: PostProcessorKernelDesc Year: 2023 |
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587. Stanford Ribonanza RNA Folding
Create a model that predicts the structures of any RNA molecule |
Prize: $100,000 Team: 755 Kind: Research Metric: Mean Absolute Error Year: 2023 |
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586. Child Mind Institute - Detect Sleep States
Detect sleep onset and wake from wrist-worn accelerometer data |
Prize: $50,000 Team: 1,877 Kind: Featured Metric: Event Detection AP Year: 2023 |
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585. Playground Series - Season 3, Episode 25
Regression with a Mohs Hardness Dataset |
Prize: Swag Team: 1,632 Kind: Playground Metric: Median Absolute Error Year: 2023 |
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584. Open Problems – Single-Cell Perturbations
Predict how small molecules change gene expression in different cell types |
Prize: $100,000 Team: 1,097 Kind: Featured Metric: Weighted Rowwise Root Mean Squared Error Year: 2023 |
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583. NeurIPS 2023 - Machine Unlearning
Erase the influence of requested samples without hurting accuracy |
Prize: $50,000 Team: 1,188 Kind: Research Metric: 56167-unlearn-metric Year: 2023 |
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582. Lux AI Season 2 - NeurIPS Stage 2
Terraform Mars! |
Prize: Swag Team: 64 Kind: Featured Metric: lux_ai_s2 Year: 2023 |
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581. Google - Fast or Slow? Predict AI Model Runtime
Predict how fast an AI model runs |
Prize: $50,000 Team: 616 Kind: Research Metric: 58266_TpuGraphsEval Year: 2023 |
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580. Playground Series - Season 3, Episode 24
Binary Prediction of Smoker Status using Bio-Signals |
Prize: Swag Team: 1,908 Kind: Playground Metric: Roc Auc Score Year: 2023 |
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579. AI Village Capture the Flag @ DEFCON31
Collect flags by evading, poisoning, stealing, and fooling AI/ML |
Prize: $50,000 Team: 1,344 Kind: Featured Metric: Flag_Metric Year: 2023 |
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578. LLM Prompting with MakerSuite
Design useful, innovative prompts for LLMs using MakerSuite |
Prize: Swag Team: 0 Kind: Analytics Metric: - Year: 2023 |
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577. Playground Series - Season 3, Episode 23
Binary Classification with a Software Defects Dataset |
Prize: Swag Team: 1,702 Kind: Playground Metric: Roc Auc Score Year: 2023 |
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576. Bengali.AI Speech Recognition
Recognize Bengali speech from out-of-distribution audio recordings |
Prize: $53,000 Team: 744 Kind: Research Metric: Word Error Rate Year: 2023 |
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575. RSNA 2023 Abdominal Trauma Detection
Detect and classify traumatic abdominal injuries |
Prize: $50,000 Team: 1,125 Kind: Featured Metric: RSNA Trauma Metric Year: 2023 |
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574. CommonLit - Evaluate Student Summaries
Automatically assess summaries written by students in grades 3-12 |
Prize: $60,000 Team: 2,064 Kind: Featured Metric: Mean Weighted Columnwise Root Mean Squared Error Year: 2023 |
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573. Kaggle - LLM Science Exam
Use LLMs to answer difficult science questions |
Prize: $50,000 Team: 2,664 Kind: Featured Metric: MAP@{K} Year: 2023 |
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572. Playground Series - Season 3, Episode 22
Predict Health Outcomes of Horses |
Prize: Swag Team: 1,541 Kind: Playground Metric: MicroF1 Year: 2023 |
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571. Playground Series - Season 3, Episode 21
Improve a Fixed Model the Data-Centric Way! |
Prize: Swag Team: 955 Kind: Playground Metric: Root Mean Squared Error Year: 2023 |
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570. Google - American Sign Language Fingerspelling Recognition
Train fast and accurate American Sign Language fingerspelling recognition models |
Prize: $200,000 Team: 1,315 Kind: Research Metric: PostProcessorKernelDesc Year: 2023 |
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569. Playground Series - Season 3, Episode 20
Predict CO2 Emissions in Rwanda |
Prize: Swag Team: 1,440 Kind: Playground Metric: Root Mean Squared Error Year: 2023 |
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568. ICR - Identifying Age-Related Conditions
Use Machine Learning to detect conditions with measurements of anonymous characteristics |
Prize: $60,000 Team: 6,430 Kind: Featured Metric: Weighted Multiclass Loss Year: 2023 |
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567. Google Research - Identify Contrails to Reduce Global Warming
Train ML models to identify contrails in satellite images and help prevent their formation |
Prize: $50,000 Team: 954 Kind: Research Metric: contrails_global_dice Year: 2023 |
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566. Playground Series - Season 3, Episode 19
Forecasting Mini-Course Sales |
Prize: Swag Team: 1,172 Kind: Playground Metric: SMAPE Year: 2023 |
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565. HuBMAP - Hacking the Human Vasculature
Segment instances of microvascular structures from healthy human kidney tissue slides. |
Prize: $50,000 Team: 1,064 Kind: Research Metric: OpenImagesObjDetectionSegmentationAP Year: 2023 |
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564. 2023 Kaggle AI Report
Essays on the state of machine learning in 2023 |
Prize: $70,000 Team: 379 Kind: Analytics Metric: All submissions score 1 Year: 2023 |
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563. Playground Series - Season 3, Episode 18
Explore Multi-Label Classification with an Enzyme Substrate Dataset |
Prize: Swag Team: 1,056 Kind: Playground Metric: Area Under Receiver Operating Characteristic Curve Year: 2023 |
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562. Predict Student Performance from Game Play
Trace student learning from Jo Wilder online educational game |
Prize: $55,000 Team: 2,103 Kind: Featured Metric: F-Score (Macro) Year: 2023 |
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561. Playground Series - Season 3, Episode 17
Binary Classification of Machine Failures |
Prize: Swag Team: 1,502 Kind: Playground Metric: Area Under Receiver Operating Characteristic Curve Year: 2023 |
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560. Benetech - Making Graphs Accessible
Use ML to create tabular data from graphs |
Prize: $50,000 Team: 608 Kind: Featured Metric: Benetech Mixed Data Type Matching Score Year: 2023 |
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559. GoDaddy - Microbusiness Density Forecasting
Forecast Next Month’s Microbusiness Density |
Prize: $60,000 Team: 3,547 Kind: Featured Metric: SMAPE Year: 2023 |
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558. Vesuvius Challenge - Ink Detection
Resurrect an ancient library from the ashes of a volcano |
Prize: $1,000,000 Team: 1,249 Kind: Featured Metric: DiceFBeta Year: 2023 |
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557. Playground Series - Season 3, Episode 16
Regression with a Crab Age Dataset |
Prize: Swag Team: 1,429 Kind: Playground Metric: Mean Absolute Error Year: 2023 |
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556. Image Matching Challenge 2023
Reconstruct 3D scenes from 2D images |
Prize: $50,000 Team: 494 Kind: Research Metric: imc2023 Year: 2023 |
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555. Parkinsons Freezing of Gait Prediction
Event detection from wearable sensor data |
Prize: $100,000 Team: 1,379 Kind: Research Metric: sklearn_average_precision_score Year: 2023 |
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554. Playground Series - Season 3, Episode 15
Feature Imputation with a Heat Flux Dataset |
Prize: Swag Team: 693 Kind: Playground Metric: Mean Absolute Error Year: 2023 |
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553. BirdCLEF 2023
Identify bird calls in soundscapes |
Prize: $50,000 Team: 1,189 Kind: Research Metric: buffered_cmAP Year: 2023 |
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552. FathomNet 2023
Shifting seas, shifting species; Out-of-sample detection in the deep ocean |
Prize: Knowledge Team: 69 Kind: Research Metric: FathomNet 2023 Year: 2023 |
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551. AMP®-Parkinsons Disease Progression Prediction
Use protein and peptide data measurements from Parkinsons Disease patients to predict progression of the disease. |
Prize: $60,000 Team: 1,805 Kind: Featured Metric: SMAPE Year: 2023 |
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550. Playground Series - Season 3, Episode 14
Prediction of Wild Blueberry Yield |
Prize: Swag Team: 1,875 Kind: Playground Metric: Mean Absolute Error Year: 2023 |
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549. Stable Diffusion - Image to Prompts
Deduce the prompts that generated our "highly detailed, sharp focus, illustration, 3d renders of majestic, epic" images |
Prize: $50,000 Team: 1,231 Kind: Featured Metric: MeanCosineSimilarity Year: 2023 |
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548. Lux AI Season 2
Terraform Mars! |
Prize: $55,000 Team: 637 Kind: Featured Metric: lux_ai_s2 Year: 2023 |
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547. Playground Series - Season 3, Episode 13
Classification with a Tabular Vector Borne Disease Dataset |
Prize: Swag Team: 934 Kind: Playground Metric: Mean Average Precision at K Year: 2023 |
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546. Google - Isolated Sign Language Recognition
Enhance PopSigns educational games for learning ASL |
Prize: $100,000 Team: 1,165 Kind: Research Metric: PostProcessorKernelDesc Year: 2023 |
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545. IceCube - Neutrinos in Deep Ice
Reconstruct the direction of neutrinos from the Universe to the South Pole |
Prize: $50,000 Team: 812 Kind: Research Metric: MeanAngularError Year: 2023 |
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544. Playground Series - Season 3, Episode 12
Binary Classification with a Tabular Kidney Stone Prediction Dataset |
Prize: Swag Team: 1,088 Kind: Playground Metric: Log Loss Year: 2023 |
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543. March Machine Learning Mania 2023
Forecast the 2023 NCAA Basketball Tournaments |
Prize: $50,000 Team: 1033 Kind: Featured Metric: Mean Squared Error Year: 2023 |
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542. Playground Series - Season 3, Episode 11
Regression with a Tabular Media Campaign Cost Dataset |
Prize: Swag Team: 952 Kind: Playground Metric: Root Mean Squared Error Year: 2023 |
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541. Playground Series - Season 3, Episode 10
Binary Classification with a Pulsar Dataset |
Prize: Swag Team: 807 Kind: Playground Metric: Log Loss Year: 2023 |
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540. Learning Equality - Curriculum Recommendations
Enhance learning by matching K-12 content to target topics |
Prize: $55,000 Team: 1,057 Kind: Featured Metric: F-Score Beta (Micro) Year: 2023 |
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539. Playground Series - Season 3, Episode 9
Tabular Regression with a Concrete Strength Dataset |
Prize: Swag Team: 765 Kind: Playground Metric: Root Mean Squared Error Year: 2023 |
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538. Playground Series - Season 3, Episode 8
Tabular Regression with a Gemstone Price Dataset |
Prize: Swag Team: 734 Kind: Playground Metric: Root Mean Squared Error Year: 2023 |
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537. 1st and Future - Player Contact Detection
Detect Player Contacts from Sensor and Video Data |
Prize: $100,000 Team: 939 Kind: Featured Metric: Matthews correlation coefficient Year: 2023 |
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536. Playground Series - Season 3, Episode 7
Tabular Classification with a Reservation Cancellation Dataset |
Prize: Swag Team: 678 Kind: Playground Metric: Area Under Receiver Operating Characteristic Curve Year: 2023 |
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535. RSNA Screening Mammography Breast Cancer Detection
Find breast cancers in screening mammograms |
Prize: $50,000 Team: 1,687 Kind: Featured Metric: Probabilistic F-Score Beta (Micro) Year: 2023 |
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534. Playground Series - Season 3, Episode 6
Tabular Regression with a Paris Housing Price Dataset |
Prize: Swag Team: 703 Kind: Playground Metric: Root Mean Squared Error Year: 2023 |
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533. Playground Series - Season 3, Episode 5
Tabular Ordinal Regression with a Wine Quality Dataset |
Prize: Swag Team: 901 Kind: Playground Metric: QuadraticWeightedKappa Year: 2023 |
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532. OTTO – Multi-Objective Recommender System
Build a recommender system based on real-world e-commerce sessions |
Prize: $30,000 Team: 2,587 Kind: Featured Metric: - Year: 2023 |
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531. Playground Series Season 3, Episode 4
Tabular Classification with a Credit Card Fraud Dataset |
Prize: Swag Team: 641 Kind: Playground Metric: Area Under Receiver Operating Characteristic Curve Year: 2023 |
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530. Playground Series Season 3, Episode 3
Tabular Classification with an Employee Attrition Dataset |
Prize: Swag Team: 665 Kind: Playground Metric: Year: 2023 |
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529. Santa 2022 - The Christmas Card Conundrum
Optimize the configuration space for printing an image |
Prize: $50,000 Team: 874 Kind: Featured Metric: Year: 2023 |
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528. Playground Series Season 3, Episode 2
Tabular Classification with a Stroke Prediction Dataset |
Prize: Swag Team: 770 Kind: Playground Metric: Year: 2023 |
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527. Playground Series Season 3, Episode 1
Tabular Regression with the California Housing Dataset |
Prize: Swag Team: 689 Kind: Playground Metric: Year: 2023 |
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526. NFL Big Data Bowl 2023
Help evaluate linemen on pass plays |
Prize: $100,000 Team: 0 Kind: Analytics Metric: Year: 2023 |
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525. Novozymes Enzyme Stability Prediction
Help identify the thermostable mutations in enzymes |
Prize: $25,000 Team: 2,482 Kind: Featured Metric: Year: 2023 |
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524. G2Net Detecting Continuous Gravitational Waves
Help us detect long-lasting gravitational-wave signals! |
Prize: $25,000 Team: 936 Kind: Research Metric: Year: 2023 |
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523. Lux Al 2022 - Beta
Terraform mars and help test season 2 of the Lux Al Challenge! |
Prize: Swag Team: 44 Kind: Playground Metric: Year: 2022 |
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522. DFL - Bundesliga Data Shootout
Identify plays based upon video footage |
Prize: $25,000 Team: 530 Kind: Featured Metric: Year: 2022 |
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521. Scrabble Player Rating
Predict players ratings based on Woogles.io gameplay |
Prize: Kudos Team: 301 Kind: Playground Metric: Year: 2022 |
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520. Tabular Playground Series - Nov 2022
Practice your ML skills on this approachable dataset! |
Prize: Swag Team: 689 Kind: Playground Metric: Year: 2022 |
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519. Feedback Prize - English Language Learning
Evaluating language knowledge of ELL students from grades 8-12 |
Prize: 2,654 Team: $55,000 Kind: Featured Metric: Year: 2022 |
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518. 2022 Kaggle Machine Learning & Data Science Survey
The most comprehensive dataset available on the state of ML and data science |
Prize: $30,000 Team: 0 Kind: Analytics Metric: Year: 2022 |
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517. Open Problems - Multimodal Single-Cell Integration
Predict how DNA, RNA & protein measurements co-vary in single cells |
Prize: $25,000 Team: 1,220 Kind: Featured Metric: Year: 2022 |
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516. Big Data Derby 2022
Analyze horse racing data to improve the health of the horse and strategy of competition |
Prize: $50,000 Team: 0 Kind: Analytics Metric: Year: 2022 |
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515. Google AI4Code – Understand Code in Python Notebooks
Predict the relationship between code and comments |
Prize: $150,000 Team: 1,135 Kind: Featured Metric: Year: 2022 |
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514. Tabular Playground Series - Oct 2022
Practice your ML skills on this approachable dataset! |
Prize: Swag Team: 463 Kind: Playground Metric: Mean Columnwise Log Loss Year: 2022 |
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513. RSNA 2022 Cervical Spine Fracture Detection
Identify cervical fractures from scans |
Prize: $30,000 Team: 883 Kind: Featured Metric: Weighted Mean Columnwise Log Loss Year: 2022 |
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512. Google Universal Image Embedding
Create image representations that work across many visual domains |
Prize: $50,000 Team: 1,022 Kind: Research Metric: PostProcessorKernelDesc Year: 2022 |
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511. JPX Tokyo Stock Exchange Prediction
Explore the Tokyo market with your data science skills |
Prize: $63,000 Team: 2,033 Kind: Featured Metric: JPXSharpe Year: 2022 |
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510. Mayo Clinic - STRIP AI
Image Classification of Stroke Blood Clot Origin |
Prize: $10,000 Team: 888 Kind: Research Metric: Weighted Multiclass Loss Year: 2022 |
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509. Tabular Playground Series - Sep 2022
Practice your ML skills on this approachable dataset! |
Prize: Swag Team: 1,381 Kind: Playground Metric: SMAPE Year: 2022 |
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508. HuBMAP + HPA - Hacking the Human Body
Segment multi-organ functional tissue units |
Prize: $60,000 Team: 1,175 Kind: Research Metric: - Year: 2022 |
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507. AI Village Capture the Flag @ DEFCON
Hack AI! Collect flags by evading, poisoning, stealing, and fooling AI/ML |
Prize: $25,000 Team: 668 Kind: Research Metric: Nvidia Defcon Year: 2022 |
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506. Tabular Playground Series - Aug 2022
Practice your ML skills on this approachable dataset! |
Prize: Swag Team: 1,888 Kind: Playground Metric: Area Under Receiver Operating Characteristic Curve Year: 2022 |
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505. American Express - Default Prediction
Predict if a customer will default in the future |
Prize: $100,000 Team: 4,874 Kind: Featured Metric: Amex Custom Gini And X% Percentage Capture Year: 2022 |
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504. Feedback Prize - Predicting Effective Arguments
Rate the effectiveness of argumentative writing elements from students grade 6-12 |
Prize: $55,000 Team: 1,557 Kind: Featured Metric: Multiclass Loss Year: 2022 |
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503. Tabular Playground Series - Jul 2022
Practice your ML skills on this approachable dataset! |
Prize: Swag Team: 1,253 Kind: Playground Metric: Adjusted Rand Index Year: 2022 |
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502. Google Smartphone Decimeter Challenge 2022
Improve high precision GNSS positioning and navigation accuracy on smartphones |
Prize: $10,000 Team: 571 Kind: Research Metric: SmartphoneDecimeter Year: 2022 |
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501. Kore 2022
Use a fleet of spaceships to mine minerals before your opponents |
Prize: $15,000 Team: 469 Kind: Featured Metric: kore_fleets Year: 2022 |
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500. Ubiquant Market Prediction
Make predictions against future market data |
Prize: $100,000 Team: 2,893 Kind: Featured Metric: MeanPearson Year: 2022 |
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499. UW-Madison GI Tract Image Segmentation
Track healthy organs in medical scans to improve cancer treatment |
Prize: $25,000 Team: 1,548 Kind: Research Metric: - Year: 2022 |
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498. Foursquare - Location Matching
Match point of interest data across datasets |
Prize: $25,000 Team: 1,079 Kind: Featured Metric: Jaccard Year: 2022 |
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497. Tabular Playground Series - Jun 2022
Practice your ML skills on this approachable dataset! |
Prize: Swag Team: 844 Kind: Playground Metric: Root Mean Squared Error Year: 2022 |
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496. U.S. Patent Phrase to Phrase Matching
Help Identify Similar Phrases in U.S. Patents |
Prize: $25,000 Team: 1,889 Kind: Featured Metric: PearsonCorrelationCoefficient Year: 2022 |
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495. Image Matching Challenge 2022
Register two images from different viewpoints |
Prize: $10,000 Team: 642 Kind: Research Metric: Image Matching Challenge pose mAA Year: 2022 |
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494. Tabular Playground Series - May 2022
Practice your ML skills on this approachable dataset! |
Prize: Swag Team: 1,151 Kind: Playground Metric: Area Under Receiver Operating Characteristic Curve Year: 2022 |
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493. Herbarium 2022 - FGVC9
Identify plant species of the Americas from herbarium specimens |
Prize: Knowledge Team: 134 Kind: Research Metric: Macro F-Score Year: 2022 |
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492. iWildCam 2022 - FGVC9
Count the number of animals in a sequence of images |
Prize: Knowledge Team: 24 Kind: Research Metric: Mean Absolute Error Year: 2022 |
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491. Sorghum -100 Cultivar Identification - FGVC 9
Identify crop varietals |
Prize: Knowledge Team: 252 Kind: Research Metric: Categorization Accuracy Year: 2022 |
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490. Hotel-ID to Combat Human Trafficking 2022 - FGVC9
Recognizing hotels to aid Human trafficking investigations |
Prize: Knowledge Team: 82 Kind: Research Metric: - Year: 2022 |
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489. BirdCLEF 2022
Identify bird calls in soundscapes |
Prize: $10,000 Team: 807 Kind: Research Metric: Weighted Categorization Accuracy Year: 2022 |
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488. GeoLifeCLEF 2022 - LifeCLEF 2022 x FGVC9
Location-based species presence prediction |
Prize: Knowledge Team: 52 Kind: Research Metric: - Year: 2022 |
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487. H&M Personalized Fashion Recommendations
Provide product recommendations based on previous purchases |
Prize: $50,000 Team: 2,952 Kind: Featured Metric: - Year: 2022 |
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486. G-Research Crypto Forecasting
Use your ML expertise to predict real crypto market data |
Prize: $125,000 Team: 1,946 Kind: Featured Metric: Weighted Correlation Coefficient Year: 2022 |
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485. NBME - Score Clinical Patient Notes
Identify Key Phrases in Patient Notes from Medical Licensing Exams |
Prize: $50,000 Team: 1,471 Kind: Featured Metric: Medical Board F-Beta Year: 2022 |
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484. Tabular Playground Series - Apr 2022
Practice your ML skills on this approachable dataset! |
Prize: Swag Team: 816 Kind: Playground Metric: Area Under Receiver Operating Characteristic Curve Year: 2022 |
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483. Happywhale - Whale and Dolphin Identification
Identify whales and dolphins by unique characteristics |
Prize: $25,000 Team: 1,588 Kind: Research Metric: - Year: 2022 |
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482. Kore 2022 - Beta
Collect the maximum amount of Kore against your opponents |
Prize: Swag Team: 58 Kind: Playground Metric: kore_fleets Year: 2022 |
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481. March Machine Learning Mania 2022 - Men’s
Predict the 2022 College Mens Basketball Tournament |
Prize: $25,000 Team: 930 Kind: Featured Metric: Log Loss Year: 2022 |
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480. March Machine Learning Mania 2022 - Womens
Predict the 2022 College Womens Basketball Tournament |
Prize: $25,000 Team: 651 Kind: Featured Metric: Log Loss Year: 2022 |
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479. Tabular Playground Series - Mar 2022
Practice your ML skills on this approachable dataset! |
Prize: Swag Team: 956 Kind: Playground Metric: Mean Absolute Error Year: 2022 |
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478. Feedback Prize - Evaluating Student Writing
Analyze argumentative writing elements from students grade 6-12 |
Prize: $160,000 Team: 2,058 Kind: Featured Metric: TextOverlapFBeta Year: 2022 |
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477. Tabular Playground Series - Feb 2022
Practice your ML skills on this approachable dataset! |
Prize: Swag Team: 1,255 Kind: Playground Metric: Categorization Accuracy Year: 2022 |
|
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476. TensorFlow - Help Protect the Great Barrier Reef
Detect crown-of-thorns starfish in underwater image data |
Prize: $150,000 Team: 2,025 Kind: Research Metric: CSIROObjectDetectionFBeta Year: 2022 |
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475. Jigsaw Rate Severity of Toxic Comments
Rank relative ratings of toxicity between comments |
Prize: $50,000 Team: 2,301 Kind: Featured Metric: Jigsaw Agreement with Annotators Year: 2022 |
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474. Tabular Playground Series - Jan 2022
Practice your ML skills on this approachable dataset! |
Prize: Kudos Team: 1,591 Kind: Playground Metric: SMAPE Year: 2022 |
|
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473. PetFinder.my - Pawpularity Contest
Predict the popularity of shelter pet photos |
Prize: $25,000 Team: 3,537 Kind: Research Metric: Root Mean Squared Error Year: 2022 |
|
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472. Santa 2021 - The Merry Movie Montage
Optimize television programming for the winter season |
Prize: $25,000 Team: 867 Kind: Featured Metric: Santas Superpermutations 2021 Year: 2022 |
|
||
471. Optiver Realized Volatility Prediction
Apply your data science skills to make financial markets better |
Prize: $100,000 Team: 3,852 Kind: Featured Metric: Root Mean Square Percentage Error Year: 2022 |
|
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470. NFL Big Data Bowl 2022
Help evaluate special teams performance |
Prize: $100,000 Team: 0 Kind: Analytics Metric: - Year: 2022 |
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469. Tabular Playground Series - Dec 2021
Practice your ML skills on this approachable dataset! |
Prize: Swag Team: 1,188 Kind: Playground Metric: Categorization Accuracy Year: 2021 |
|
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468. Sartorius - Cell Instance Segmentation
Detect single neuronal cells in microscopy images |
Prize: $75,000 Team: 1,505 Kind: Featured Metric: IntersectionOverUnionObjectSegmentation Year: 2021 |
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467. Lux AI
Gather the most resources and survive the night! |
Prize: $10,000 Team: 1,178 Kind: Featured Metric: Lux AI 2021 Year: 2021 |
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466. Wikipedia - Image/Caption Matching
Retrieve captions based on images |
Prize: Swag Team: 105 Kind: Playground Metric: - Year: 2021 |
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465. Tabular Playground Series - Nov 2021
Practice your ML skills on this approachable dataset! |
Prize: Swag Team: 1,362 Kind: Playground Metric: Area Under Receiver Operating Characteristic Curve Year: 2021 |
|
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464. 2021 Kaggle Machine Learning & Data Science Survey
The most comprehensive dataset available on the state of ML and data science |
Prize: $30,000 Team: 0 Kind: Analytics Metric: - Year: 2021 |
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463. chaii - Hindi and Tamil Question Answering
Identify the answer to questions found in Indian language passages |
Prize: $10,000 Team: 943 Kind: Research Metric: Jaccard Year: 2021 |
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462. Google Brain - Ventilator Pressure Prediction
Simulate a ventilator connected to a sedated patients lung |
Prize: $7,500 Team: 2,605 Kind: Research Metric: Mean Absolute Error Year: 2021 |
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461. NFL Health & Safety - Helmet Assignment
Segment and label helmets in video footage |
Prize: $100,000 Team: 825 Kind: Featured Metric: NFL Helmet Identification Year: 2021 |
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460. Tabular Playground Series - Oct 2021
Practice your ML skills on this approachable dataset! |
Prize: Swag Team: 1,089 Kind: Playground Metric: Area Under Receiver Operating Characteristic Curve Year: 2021 |
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459. RSNA-MICCAI Brain Tumor Radiogenomic Classification
Predict the status of a genetic biomarker important for brain cancer treatment |
Prize: $30,000 Team: 1,555 Kind: Featured Metric: Area Under Receiver Operating Characteristic Curve Year: 2021 |
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458. Google Landmark Retrieval 2021
Given an image, can you find all of the same landmarks in a dataset? |
Prize: Swag Team: 263 Kind: Research Metric: - Year: 2021 |
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457. Google Landmark Recognition 2021
Label famous, and not-so-famous, landmarks in images |
Prize: Swag Team: 383 Kind: Research Metric: GoogleGlobalAP Year: 2021 |
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456. LearnPlatform COVID-19 Impact on Digital Learning
Use digital learning data to analyze the impact of COVID-19 on student learning |
Prize: $20,000 Team: 0 Kind: Analytics Metric: - Year: 2021 |
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455. Tabular Playground Series - Sep 2021
Practice your ML skills on this approachable dataset! |
Prize: Swag Team: 1,942 Kind: Playground Metric: Area Under Receiver Operating Characteristic Curve Year: 2021 |
|
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454. G2Net Gravitational Wave Detection
Find gravitational wave signals from binary black hole collisions |
Prize: $15,000 Team: 1,219 Kind: Research Metric: Area Under Receiver Operating Characteristic Curve Year: 2021 |
|
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453. MLB Player Digital Engagement Forecasting
Predict fan engagement with baseball player digital content |
Prize: $50,000 Team: 852 Kind: Featured Metric: Mean Columnwise Mean Absolute Error Year: 2021 |
|
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452. Tabular Playground Series - Aug 2021
Practice your ML skills on this approachable dataset! |
Prize: Swag Team: 1,753 Kind: Playground Metric: Root Mean Squared Error Year: 2021 |
|
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451. Jane Street Market Prediction
Test your model against future real market data |
Prize: $100,000 Team: 4,245 Kind: Featured Metric: Jane Street Trading Year: 2021 |
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450. SETI Breakthrough Listen - E.T. Signal Search
Find extraterrestrial signals in data from deep space |
Prize: $15,000 Team: 768 Kind: Research Metric: Area Under Receiver Operating Characteristic Curve Year: 2021 |
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449. Hungry Geese
Dont. Stop. Eating. |
Prize: Prizes Team: 875 Kind: Playground Metric: Hungry Geese Year: 2021 |
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448. SIIM-FISABIO-RSNA COVID-19 Detection
Identify and localize COVID-19 abnormalities on chest radiographs |
Prize: $100,000 Team: 1,305 Kind: Featured Metric: OpenImagesObjectDetectionAP Year: 2021 |
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447. Google Smartphone Decimeter Challenge
Improve high precision GNSS positioning and navigation accuracy on smartphones |
Prize: $10,000 Team: 810 Kind: Research Metric: SmartphoneDecimeter Year: 2021 |
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446. CommonLit Readability Prize
Rate the complexity of literary passages for grades 3-12 classroom use |
Prize: $60,000 Team: 3,633 Kind: Featured Metric: Root Mean Squared Error Year: 2021 |
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445. Tabular Playground Series - Jul 2021
Practice your ML skills on this approachable dataset! |
Prize: Swag Team: 1,293 Kind: Playground Metric: Mean Columnwise Root Mean Squared Logarithmic Error Year: 2021 |
|
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444. Tabular Playground Series - Jun 2021
Practice your ML skills on this approachable dataset! |
Prize: Swag Team: 1,171 Kind: Playground Metric: Multiclass Loss Year: 2021 |
|
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443. Coleridge Initiative - Show US the Data
Discover how data is used for the public good |
Prize: $90,000 Team: 1,610 Kind: Featured Metric: JaccardFbeta Year: 2021 |
|
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442. Bristol-Myers Squibb – Molecular Translation
Can you translate chemical images to text? |
Prize: $50,000 Team: 874 Kind: Featured Metric: Levenshtein Mean Year: 2021 |
|
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441. Tabular Playground Series - May 2021
Practice your ML skills on this approachable dataset! |
Prize: Swag Team: 1,097 Kind: Playground Metric: Multiclass Loss Year: 2021 |
|
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440. iWildcam 2021 - FGVC8
Count the number of animals of each species present in a sequence of images |
Prize: Knowledge Team: 42 Kind: Research Metric: Mean Columnwise Root Mean Squared Error Year: 2021 |
|
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439. Herbarium 2021 - Half-Earth Challenge - FGVC8
Identify plant species of the Americas, Oceania and the Pacific from herbarium specimens |
Prize: Knowledge Team: 80 Kind: Research Metric: Macro F-Score Year: 2021 |
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438. Plant Pathology 2021 - FGVC8
Identify the category of foliar diseases in apple trees |
Prize: Knowledge Team: 626 Kind: Research Metric: Mean F-Score Year: 2021 |
|
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437. Hotel-ID to Combat Human Trafficking 2021 - FGVC8
Recognizing hotels to aid Human trafficking investigations |
Prize: Knowledge Team: 92 Kind: Research Metric: - Year: 2021 |
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436. Hash Code 2021 - Traffic Signaling
Optimize city traffic in this extension of the 2021 Hash Code qualifier |
Prize: Knowledge Team: 179 Kind: Playground Metric: PostProcessorKernelDesc Year: 2021 |
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435. Indoor Location & Navigation
Identify the position of a smartphone in a shopping mall |
Prize: $10,000 Team: 1,170 Kind: Research Metric: Indoor Localization Mean Position Error Year: 2021 |
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434. Human Protein Atlas - Single Cell Classification
Find individual human cell differences in microscope images |
Prize: $25,000 Team: 757 Kind: Featured Metric: OpenImagesObjDetectionSegmentationAP Year: 2021 |
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433. HuBMAP - Hacking the Kidney
Identify glomeruli in human kidney tissue images |
Prize: $60,000 Team: 1,200 Kind: Research Metric: - Year: 2021 |
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432. Shopee - Price Match Guarantee
Determine if two products are the same by their images |
Prize: $30,000 Team: 2,426 Kind: Featured Metric: Mean F-Score Year: 2021 |
|
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431. Tabular Playground Series - Apr 2021
Synthanic - Youre going to need a bigger boat |
Prize: Swag Team: 1,244 Kind: Playground Metric: Categorization Accuracy Year: 2021 |
|
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430. March Machine Learning Mania 2021 - NCAAM
Predict the 2021 NCAAM Basketball Tournament |
Prize: Prizes Team: 707 Kind: Playground Metric: Log Loss Year: 2021 |
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429. March Machine Learning Mania 2021 - NCAAM - Spread
Predict the margin of victory in the 2021 mens tournament |
Prize: Knowledge Team: 96 Kind: Playground Metric: Root Mean Squared Error Year: 2021 |
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428. March Machine Learning Mania 2021 - NCAAW
Predict the 2021 NCAAW Basketball Tournament |
Prize: Prizes Team: 451 Kind: Playground Metric: Log Loss Year: 2021 |
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427. March Machine Learning Mania 2021 - NCAAW - Spread
Predict the margin of victory in the 2021 womens tournament |
Prize: Knowledge Team: 70 Kind: Playground Metric: Root Mean Squared Error Year: 2021 |
|
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426. Tabular Playground Series - Mar 2021
Practice your ML skills on this approachable dataset! |
Prize: Swag Team: 1,495 Kind: Playground Metric: Area Under Receiver Operating Characteristic Curve Year: 2021 |
|
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425. VinBigData Chest X-ray Abnormalities Detection
Automatically localize and classify thoracic abnormalities from chest radiographs |
Prize: $50,000 Team: 1,277 Kind: Featured Metric: OpenImagesObjectDetectionAP Year: 2021 |
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424. RANZCR CLiP - Catheter and Line Position Challenge
Classify the presence and correct placement of tubes on chest x-rays to save lives |
Prize: $50,000 Team: 1,547 Kind: Featured Metric: Mean Columnwise Area Under Receiver Operating Characteristic Curve Year: 2021 |
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423. Tabular Playground Series - Feb 2021
Practice your ML skills on this approachable dataset! |
Prize: Swag Team: 1,433 Kind: Playground Metric: Root Mean Squared Error Year: 2021 |
|
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422. Santa 2020 - The Candy Cane Contest
May your workdays be merry and bright |
Prize: Prizes Team: 788 Kind: Featured Metric: Santa 2020 Beta Year: 2021 |
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421. Rock, Paper, Scissors
Shoot! |
Prize: Prizes Team: 1,663 Kind: Playground Metric: Rock, Paper, Scissors Year: 2021 |
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420. Cassava Leaf Disease Classification
Identify the type of disease present on a Cassava Leaf image |
Prize: $18,000 Team: 3,900 Kind: Research Metric: Categorization Accuracy Year: 2021 |
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419. Rainforest Connection Species Audio Detection
Automate the detection of bird and frog species in a tropical soundscape |
Prize: $15,000 Team: 1,143 Kind: Research Metric: Weighted Label Ranking Average Precision Year: 2021 |
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418. Acea Smart Water Analytics
Can you help preserve "blue gold" using data to predict water availability? |
Prize: $25,000 Team: 0 Kind: Analytics Metric: - Year: 2021 |
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417. Tabular Playground Series - Jan 2021
Practice your ML regression skills on this approachable dataset! |
Prize: Swag Team: 1,728 Kind: Playground Metric: Root Mean Squared Error Year: 2021 |
|
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416. Riiid Answer Correctness Prediction
Track knowledge states of 1M+ students in the wild |
Prize: $100,000 Team: 3,395 Kind: Featured Metric: Area Under Receiver Operating Characteristic Curve Year: 2021 |
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415. NFL Big Data Bowl 2021
Help evaluate defensive performance on passing plays |
Prize: $100,000 Team: 0 Kind: Analytics Metric: - Year: 2021 |
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414. INGV - Volcanic Eruption Prediction
Discover hidden precursors in geophysical data to help emergency response |
Prize: Swag Team: 620 Kind: Playground Metric: Mean Absolute Error Year: 2021 |
|
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413. 2020 Kaggle Machine Learning & Data Science Survey
The most comprehensive dataset available on the state of ML and data science |
Prize: $30,000 Team: 0 Kind: Analytics Metric: - Year: 2021 |
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412. NFL 1st and Future - Impact Detection
Detect helmet impacts in videos of NFL plays |
Prize: $75,000 Team: 459 Kind: Featured Metric: PostProcessorKernelDesc Year: 2021 |
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411. Halite by Two Sigma - Playground Edition
Collect the most halite during your match in space |
Prize: Knowledge Team: 79 Kind: Playground Metric: Halite Year: 2020 |
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410. Hash Code Archive - Drone Delivery
Can you help coordinate the drone delivery supply chain? |
Prize: Knowledge Team: 130 Kind: Playground Metric: PostProcessorKernelDesc Year: 2020 |
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409. Google Research Football with Manchester City F.C.
Train agents to master the worlds most popular sport |
Prize: $6,000 Team: 1,138 Kind: Featured Metric: Football Year: 2020 |
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408. CDP - Unlocking Climate Solutions
City-Business Collaboration for a Sustainable Future |
Prize: $91,000 Team: 0 Kind: Analytics Metric: - Year: 2020 |
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407. Mechanisms of Action (MoA) Prediction
Can you improve the algorithm that classifies drugs based on their biological activity? |
Prize: $30,000 Team: 4,373 Kind: Research Metric: Mean Columnwise Log Loss Year: 2020 |
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406. Conways Reverse Game of Life 2020
Reverse the arrow of time in the Game of Life |
Prize: Swag Team: 188 Kind: Playground Metric: PostProcessorKernel Year: 2020 |
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405. Lyft Motion Prediction for Autonomous Vehicles
Build motion prediction models for self-driving vehicles |
Prize: $30,000 Team: 935 Kind: Featured Metric: PostProcessorKernel Year: 2020 |
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404. RSNA STR Pulmonary Embolism Detection
Classify Pulmonary Embolism cases in chest CT scans |
Prize: $30,000 Team: 784 Kind: Featured Metric: Weighted Mean Columnwise Log Loss Year: 2020 |
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403. OSIC Pulmonary Fibrosis Progression
Predict lung function decline |
Prize: $55,000 Team: 2,097 Kind: Featured Metric: Laplace Log Likelihood Year: 2020 |
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402. OpenVaccine: COVID-19 mRNA Vaccine Degradation Prediction
Urgent need to bring the COVID-19 vaccine to mass production |
Prize: $25,000 Team: 1,636 Kind: Research Metric: Mean Weighted Columnwise Root Mean Squared Error Year: 2020 |
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401. Google Landmark Recognition 2020
Label famous (and not-so-famous) landmarks in images |
Prize: $25,000 Team: 736 Kind: Research Metric: GoogleGlobalAP Year: 2020 |
|
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400. Halite by Two Sigma
Collect the most halite during your match in space |
Prize: Swag Team: 1,139 Kind: Featured Metric: Halite Year: 2020 |
|
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399. Cornell Birdcall Identification
Build tools for bird population monitoring |
Prize: $25,000 Team: 1,390 Kind: Research Metric: Mean F-Score Beta Year: 2020 |
|
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398. Global Wheat Detection
Can you help identify wheat heads using image analysis? |
Prize: $15,000 Team: 2,245 Kind: Research Metric: RSNAObjectDetectionAP Year: 2020 |
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397. Google Landmark Retrieval 2020
Given an image, can you find all of the same landmarks in a dataset? |
Prize: $25,000 Team: 541 Kind: Research Metric: PostProcessorKernelDesc Year: 2020 |
|
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396. SIIM-ISIC Melanoma Classification
Identify melanoma in lesion images |
Prize: $30,000 Team: 3,314 Kind: Featured Metric: Mean Columnwise Area Under Receiver Operating Characteristic Curve Year: 2020 |
|
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395. Open Images Object Detection RVC 2020 edition
Detect objects in varied and complex images |
Prize: Knowledge Team: 89 Kind: Playground Metric: OpenImagesObjectDetectionAP Year: 2020 |
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394. Open Images Instance Segmentation RVC 2020 edition
Outline segmentation masks of objects in images |
Prize: Knowledge Team: 18 Kind: Playground Metric: OpenImagesObjDetectionSegmentationAP Year: 2020 |
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393. Hash Code Archive - Photo Slideshow Optimization
Optimizing a photo album from Hash Code 2019 |
Prize: Knowledge Team: 89 Kind: Playground Metric: PostProcessorKernelDesc Year: 2020 |
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392. Prostate cANcer graDe Assessment (PANDA) Challenge
Prostate cancer diagnosis using the Gleason grading system |
Prize: $25,000 Team: 1,010 Kind: Featured Metric: QuadraticWeightedKappa Year: 2020 |
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391. ALASKA2 Image Steganalysis
Detect secret data hidden within digital images |
Prize: $25,000 Team: 1,095 Kind: Research Metric: Weighted Area Under Receiver Operating Characteristic Curve Year: 2020 |
|
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390. M5 Forecasting - Accuracy
Estimate the unit sales of Walmart retail goods |
Prize: $50,000 Team: 5,558 Kind: Featured Metric: M5 Weighted (Rowwise) Root Mean Squared Scaled Error Year: 2020 |
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389. M5 Forecasting - Uncertainty
Estimate the uncertainty distribution of Walmart unit sales. |
Prize: $50,000 Team: 909 Kind: Featured Metric: Weighted Rowwise Pinball Loss Year: 2020 |
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388. TReNDS Neuroimaging
Multiscanner normative age and assessments prediction with brain function, structure, and connectivity |
Prize: $25,000 Team: 1,047 Kind: Research Metric: Weighted Mean Absolute Error Year: 2020 |
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387. Jigsaw Multilingual Toxic Comment Classification
Use TPUs to identify toxicity comments across multiple languages |
Prize: $50,000 Team: 1,621 Kind: Featured Metric: Area Under Receiver Operating Characteristic Curve Year: 2020 |
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386. Tweet Sentiment Extraction
Extract support phrases for sentiment labels |
Prize: $15,000 Team: 2,227 Kind: Featured Metric: Jaccard Year: 2020 |
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385. TREC-COVID Information Retrieval
Build a pandemic document retrieval system |
Prize: Kudos Team: 19 Kind: Research Metric: - Year: 2020 |
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384. iMet Collection 2020 - FGVC7
Recognize artwork attributes from The Metropolitan Museum of Art |
Prize: Knowledge Team: 96 Kind: Research Metric: Mean F-Score Beta Year: 2020 |
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383. Abstraction and Reasoning Challenge
Create an AI capable of solving reasoning tasks it has never seen before |
Prize: $20,000 Team: 914 Kind: Research Metric: - Year: 2020 |
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382. Plant Pathology 2020 - FGVC7
Identify the category of foliar diseases in apple trees |
Prize: Knowledge Team: 1,317 Kind: Research Metric: Mean Columnwise Area Under Receiver Operating Characteristic Curve Year: 2020 |
|
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381. iMaterialist (Fashion) 2020 at FGVC7
Fine-grained segmentation task for fashion and apparel |
Prize: Knowledge Team: 56 Kind: Research Metric: IntersectionOverUnionObjectSegmentationWithF1 Year: 2020 |
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380. iWildCam 2020 - FGVC7
Categorize animals in the wild |
Prize: Knowledge Team: 126 Kind: Research Metric: Categorization Accuracy Year: 2020 |
|
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379. Herbarium 2020 - FGVC7
Identify plant species from herbarium specimens. Data from New York Botanical Garden. |
Prize: Knowledge Team: 126 Kind: Research Metric: Macro F-Score Year: 2020 |
|
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378. University of Liverpool - Ion Switching
Identify the number of channels open at each time point |
Prize: $25,000 Team: 2,618 Kind: Research Metric: Macro F-Score Year: 2020 |
|
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377. Flower Classification with TPUs
Use TPUs to classify 104 types of flowers |
Prize: - Team: 848 Kind: Playground Metric: Macro F-Score Year: 2020 |
|
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376. COVID19 Global Forecasting (Week 5)
Forecast daily COVID-19 spread in regions around world |
Prize: Knowledge Team: 173 Kind: Research Metric: Weighted Pinball Loss Year: 2020 |
|
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375. Google Cloud & NCAA® March Madness Analytics
Uncover the madness of March Madness® |
Prize: $25,000 Team: 0 Kind: Analytics Metric: Log Loss Year: 2020 |
|
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374. Deepfake Detection Challenge
Identify videos with facial or voice manipulations |
Prize: $1,000,000 Team: 2,226 Kind: Featured Metric: Log Loss Year: 2020 |
|
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373. COVID19 Global Forecasting (Week 4)
Forecast daily COVID-19 spread in regions around world |
Prize: Knowledge Team: 472 Kind: Research Metric: Mean Columnwise Root Mean Squared Logarithmic Error Year: 2020 |
|
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372. COVID19 Global Forecasting (Week 3)
Forecast daily COVID-19 spread in regions around world |
Prize: Knowledge Team: 452 Kind: Research Metric: Mean Columnwise Root Mean Squared Logarithmic Error Year: 2020 |
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371. COVID19 Global Forecasting (Week 2)
Forecast daily COVID-19 spread in regions around world |
Prize: Knowledge Team: 215 Kind: Research Metric: Mean Columnwise Root Mean Squared Logarithmic Error Year: 2020 |
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370. Categorical Feature Encoding Challenge II
Binary classification, with every feature a categorical (and interactions!) |
Prize: Swag Team: 1,161 Kind: Playground Metric: Area Under Receiver Operating Characteristic Curve Year: 2020 |
|
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369. ImageNet Object Localization Challenge
Identify the objects in images |
Prize: Knowledge Team: 75 Kind: Research Metric: ImageNetObjectLocalization Year: 2020 |
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368. COVID19 Global Forecasting (Week 1)
Forecast daily COVID-19 spread in regions around world |
Prize: Knowledge Team: 544 Kind: Research Metric: Mean Columnwise Root Mean Squared Logarithmic Error Year: 2020 |
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367. COVID19 Local US-CA Forecasting (Week 1)
Forecast daily COVID-19 spread in California, USA |
Prize: Knowledge Team: 190 Kind: Research Metric: Mean Columnwise Root Mean Squared Logarithmic Error Year: 2020 |
|
||
366. DS4G: Environmental Insights Explorer
Exploring alternatives for emissions factor calculations |
Prize: $25,000 Team: 0 Kind: Analytics Metric: - Year: 2020 |
|
||
365. Google Cloud & NCAA® ML Competition 2020-NCAAW
Apply Machine Learning to NCAA® March Madness® |
Prize: Kudos Team: 0 Kind: Featured Metric: Log Loss Year: 2020 |
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364. Google Cloud & NCAA® ML Competition 2020-NCAAM
Apply Machine Learning to NCAA® March Madness® |
Prize: Kudos Team: 0 Kind: Featured Metric: Log Loss Year: 2020 |
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|
363. Bengali.AI Handwritten Grapheme Classification
Classify the components of handwritten Bengali |
Prize: $10,000 Team: 2,059 Kind: Research Metric: Weighted Categorization Accuracy Year: 2020 |
|
||
362. Google QUEST Q&A Labeling
Improving automated understanding of complex question answer content |
Prize: $25,000 Team: 1,571 Kind: Featured Metric: Mean Columnwise Spearmans r (rank correlation coefficient) Year: 2020 |
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361. TensorFlow 2.0 Question Answering
Identify the answers to real user questions about Wikipedia page content |
Prize: $50,000 Team: 1,240 Kind: Featured Metric: NQMicroF1 Year: 2020 |
|
||
360. 2019 Data Science Bowl
Uncover the factors to help measure how young children learn |
Prize: $160,000 Team: 3,497 Kind: Featured Metric: QuadraticWeightedKappa Year: 2020 |
|
||
359. Peking University/Baidu - Autonomous Driving
Can you predict vehicle angle in different settings? |
Prize: $25,000 Team: 866 Kind: Featured Metric: PKUAutoDrivingAP Year: 2020 |
|
||
358. Santa 2019: Revenge of the Accountants
Oh what fun it is to revise . . . |
Prize: Swag Team: 106 Kind: Playground Metric: Santas Workshop Scheduling 2019 - Revenge of the Accountants Year: 2020 |
|
||
357. Santas Workshop Tour 2019
In the notebook we can build a model, and pretend that it will optimize... |
Prize: $25,000 Team: 1,620 Kind: Featured Metric: Santas Workshop Scheduling 2019 Year: 2020 |
|
||
356. NFL Big Data Bowl
How many yards will an NFL player gain after receiving a handoff? |
Prize: $75,000 Team: 2,038 Kind: Featured Metric: Continuous Rank Probability Score Year: 2020 |
|
||
355. NFL 1st and Future - Analytics
Can you investigate the relationship between the playing surface and the injury and performance of NFL athletes? |
Prize: $75,000 Team: 0 Kind: Analytics Metric: - Year: 2020 |
|
||
354. ASHRAE - Great Energy Predictor III
How much energy will a building consume? |
Prize: $25,000 Team: 1,877 Kind: Featured Metric: Root Mean Squared Logarithmic Error Year: 2019 |
|
||
353. Kannada MNIST
MNIST like datatset for Kannada handwritten digits |
Prize: Knowledge Team: 1,214 Kind: Playground Metric: Categorization Accuracy Year: 2019 |
|
||
352. BigQuery-Geotab Intersection Congestion
Can you predict wait times at major city intersections? |
Prize: Kudos Team: 436 Kind: Playground Metric: Root Mean Squared Error Year: 2019 |
|
||
351. Categorical Feature Encoding Challenge
Binary classification, with every feature a categorical |
Prize: Swag Team: 1,342 Kind: Playground Metric: Area Under Receiver Operating Characteristic Curve Year: 2019 |
|
||
350. 2019 Kaggle ML & DS Survey
The most comprehensive dataset available on the state of ML and data science |
Prize: $30,000 Team: 0 Kind: Analytics Metric: - Year: 2019 |
|
||
349. Understanding Clouds from Satellite Images
Can you classify cloud structures from satellites? |
Prize: $10,000 Team: 1,538 Kind: Research Metric: - Year: 2019 |
|
||
348. RSNA Intracranial Hemorrhage Detection
Identify acute intracranial hemorrhage and its subtypes |
Prize: $25,000 Team: 1,345 Kind: Featured Metric: Weighted Mean Columnwise Log Loss Year: 2019 |
|
||
347. Lyft 3D Object Detection for Autonomous Vehicles
Can you advance the state of the art in 3D object detection? |
Prize: $25,000 Team: 547 Kind: Featured Metric: Lyft3DObjectDetectionAP Year: 2019 |
|
||
346. Severstal; Steel Defect Detection
Can you detect and classify defects in steel? |
Prize: $120,000 Team: 2,431 Kind: Featured Metric: - Year: 2019 |
|
||
345. Kuzushiji Recognition
Opening the door to a thousand years of Japanese culture |
Prize: $15,000 Team: 293 Kind: Playground Metric: KNISTMicroF1 Year: 2019 |
|
||
344. The 3rd YouTube-8M Video Understanding Challenge
Temporal localization of topics within video |
Prize: $25,000 Team: 283 Kind: Research Metric: YT8M_MAP@{K} Year: 2019 |
|
||
343. IEEE-CIS Fraud Detection
Can you detect fraud from customer transactions? |
Prize: $20,000 Team: 6,381 Kind: Research Metric: Area Under Receiver Operating Characteristic Curve Year: 2019 |
|
||
342. Open Images 2019 - Instance Segmentation
Outline segmentation masks of objects in images |
Prize: $25,000 Team: 193 Kind: Research Metric: OpenImagesObjDetectionSegmentationAP Year: 2019 |
|
||
341. Open Images 2019 - Object Detection
Detect objects in varied and complex images |
Prize: $25,000 Team: 559 Kind: Research Metric: OpenImagesObjectDetectionAP Year: 2019 |
|
||
340. Open Images 2019 - Visual Relationship
Detect pairs of objects in particular relationships |
Prize: $25,000 Team: 201 Kind: Research Metric: OpenImagesVisualRelations Year: 2019 |
|
||
339. Recursion Cellular Image Classification
CellSignal; Disentangling biological signal from experimental noise in cellular images |
Prize: $13,000 Team: 866 Kind: Research Metric: Categorization Accuracy Year: 2019 |
|
||
338. APTOS 2019 Blindness Detection
Detect diabetic retinopathy to stop blindness before it is too late |
Prize: $50,000 Team: 2,943 Kind: Featured Metric: QuadraticWeightedKappa Year: 2019 |
|
||
337. Ciphertext Challenge III
- |
Prize: Swag Team: 103 Kind: Playground Metric: Categorization Accuracy Year: 2019 |
|
||
336. SIIM-ACR Pneumothorax Segmentation
Identify Pneumothorax disease in chest x-rays |
Prize: $30,000 Team: 1,475 Kind: Featured Metric: - Year: 2019 |
|
||
335. Predicting Molecular Properties
Can you measure the magnetic interactions between a pair of atoms? |
Prize: $30,000 Team: 2,749 Kind: Featured Metric: Group Mean Log MAE Year: 2019 |
|
||
334. Generative Dog Images
Experiment with creating puppy pics |
Prize: $10,000 Team: 927 Kind: Research Metric: PostProcessorKernel Year: 2019 |
|
||
333. Northeastern SMILE Lab - Recognizing Faces in the Wild
Can you determine if two individuals are related? |
Prize: Knowledge Team: 528 Kind: Playground Metric: Area Under Receiver Operating Characteristic Curve Year: 2019 |
|
||
332. Two Sigma; Using News to Predict Stock Movements
Use news analytics to predict stock price performance |
Prize: $100,000 Team: 2,927 Kind: Featured Metric: Two Sigma News Year: 2019 |
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|
|
331. Jigsaw Unintended Bias in Toxicity Classification
Detect toxicity across a diverse range of conversations |
Prize: $65,000 Team: 1,228 Kind: Featured Metric: Jigsaw Bias AUC Year: 2019 |
|
||
330. Aerial Cactus Identification
Determine whether an image contains a columnar cactus |
Prize: Knowledge Team: 1,228 Kind: Playground Metric: Area Under Receiver Operating Characteristic Curve Year: 2019 |
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|
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329. Data Science for Good; City of Los Angeles
Help the City of Los Angeles to structure and analyze its job descriptions |
Prize: $15,000 Team: 0 Kind: Analytics Metric: - Year: 2019 |
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328. Instant Gratification
A synchronous Kernels-only competition |
Prize: $5,000 Team: 1,836 Kind: Featured Metric: Area Under Receiver Operating Characteristic Curve Year: 2019 |
|
||
327. Freesound Audio Tagging 2019
Automatically recognize sounds and apply tags of varying natures |
Prize: $5,000 Team: 880 Kind: Research Metric: Weighted Label Ranking Average Precision Year: 2019 |
|
||
326. iMaterialist (Fashion) 2019 at FGVC6
Fine-grained segmentation task for fashion and apparel |
Prize: Kudos Team: 242 Kind: Research Metric: IntersectionOverUnionObjectSegmentationWithClassification Year: 2019 |
|
||
325. iNaturalist 2019 at FGVC6
Fine-grained classification spanning a thousand species |
Prize: Kudos Team: 214 Kind: Research Metric: - Year: 2019 |
|
||
324. iMet Collection 2019 - FGVC6
Recognize artwork attributes from The Metropolitan Museum of Art |
Prize: Kudos Team: 521 Kind: Research Metric: Mean F-Score Beta Year: 2019 |
|
||
323. iWildCam 2019 - FGVC6
Categorize animals in the wild |
Prize: Kudos Team: 336 Kind: Playground Metric: Macro F-Score Year: 2019 |
|
||
322. Google Landmark Retrieval 2019
Given an image, can you find all of the same landmarks in a dataset? |
Prize: $25,000 Team: 144 Kind: Research Metric: - Year: 2019 |
|
||
321. LANL Earthquake Prediction
Can you predict upcoming laboratory earthquakes? |
Prize: $50,000 Team: 4,540 Kind: Research Metric: Mean Absolute Error Year: 2019 |
|
||
320. Google Landmark Recognition 2019
Label famous (and not-so-famous) landmarks in images |
Prize: $25,000 Team: 281 Kind: Research Metric: GoogleGlobalAP Year: 2019 |
|
||
319. TMDB Box Office Prediction
Can you predict a movies worldwide box office revenue? |
Prize: Knowledge Team: 1,400 Kind: Playground Metric: Root Mean Squared Logarithmic Error Year: 2019 |
|
|
|
318. Dont Overfit! II
A Fistful of Samples |
Prize: Swag Team: 2,330 Kind: Playground Metric: Area Under Receiver Operating Characteristic Curve Year: 2019 |
|
||
317. Ciphertext Challenge II
- |
Prize: Swag Team: 75 Kind: Playground Metric: Categorization Accuracy Year: 2019 |
|
|
|
316. Data Science for Good; CareerVillage.org
Match career advice questions with professionals in the field |
Prize: $15,000 Team: 0 Kind: Analytics Metric: - Year: 2019 |
|
||
315. Gendered Pronoun Resolution
Pair pronouns to their correct entities |
Prize: $25,000 Team: 838 Kind: Research Metric: Multiclass Loss Year: 2019 |
|
||
314. CareerCon 2019 - Help Navigate Robots
Compete to get your resume in front of our sponsors |
Prize: Swag Team: 1,478 Kind: Recruitment Metric: Categorization Accuracy Year: 2019 |
|
||
313. Santander Customer Transaction Prediction
Can you identify who will make a transaction? |
Prize: $65,000 Team: 9,038 Kind: Featured Metric: Area Under Receiver Operating Characteristic Curve Year: 2019 |
|
||
312. PetFinder.my Adoption Prediction
How cute is that doggy in the shelter? |
Prize: $25,000 Team: 2,023 Kind: Featured Metric: QuadraticWeightedKappa Year: 2019 |
|
||
311. Google Cloud & NCAA® ML Competition 2019-Men
Apply Machine Learning to NCAA® March Madness® |
Prize: $25,000 Team: 866 Kind: Featured Metric: Log Loss Year: 2019 |
|
||
310. Google Cloud & NCAA® ML Competition 2019-Women
Apply Machine Learning to NCAA® March Madness® |
Prize: $25,000 Team: 500 Kind: Featured Metric: Log Loss Year: 2019 |
|
||
309. Histopathologic Cancer Detection
Identify metastatic tissue in histopathologic scans of lymph node sections |
Prize: Knowledge Team: 1,157 Kind: Playground Metric: Area Under Receiver Operating Characteristic Curve Year: 2019 |
|
||
308. VSB Power Line Fault Detection
Can you detect faults in above-ground electrical lines? |
Prize: $25,000 Team: 1,451 Kind: Featured Metric: Matthews correlation coefficient Year: 2019 |
|
||
307. Microsoft Malware Prediction
Can you predict if a machine will soon be hit with malware? |
Prize: $25,000 Team: 2,426 Kind: Research Metric: Area Under Receiver Operating Characteristic Curve Year: 2019 |
|
||
306. Humpback Whale Identification
Can you identify a whale by its tail? |
Prize: $25,000 Team: 2,131 Kind: Featured Metric: - Year: 2019 |
|
||
305. Elo Merchant Category Recommendation
Help understand customer loyalty |
Prize: $50,000 Team: 4,221 Kind: Featured Metric: Root Mean Squared Error Year: 2019 |
|
||
304. Google Analytics Customer Revenue Prediction
Predict how much GStore customers will spend |
Prize: $45,000 Team: 3,611 Kind: Featured Metric: Root Mean Squared Error Year: 2019 |
|
||
303. Quora Insincere Questions Classification
Detect toxic content to improve online conversations |
Prize: $25,000 Team: 4,037 Kind: Featured Metric: F-Score Year: 2019 |
|
||
302. Reducing Commercial Aviation Fatalities
Can you tell when a pilot is heading for trouble? |
Prize: Swag Team: 180 Kind: Playground Metric: Multiclass Loss Year: 2019 |
|
||
301. PUBG Finish Placement Prediction (Kernels Only)
Can you predict the battle royale finish of PUBG Players? |
Prize: Swag Team: 1,534 Kind: Playground Metric: Mean Absolute Error Year: 2019 |
|
||
300. 20 Newsgroups Ciphertext Challenge
- |
Prize: Swag Team: 142 Kind: Playground Metric: Macro F-Score Year: 2019 |
|
||
299. Human Protein Atlas Image Classification
Classify subcellular protein patterns in human cells |
Prize: $37,000 Team: 2,172 Kind: Featured Metric: Macro F-Score Year: 2019 |
|
||
298. Traveling Santa 2018 - Prime Paths
But does your code recall, the most efficient route of all? |
Prize: $25,000 Team: 1,874 Kind: Featured Metric: Traveling Santa Metric 2 - Prime Edition Year: 2019 |
|
||
297. NFL Punt Analytics Competition
Analyze NFL game data and suggest rules to improve player safety during punt plays |
Prize: $80,000 Team: 0 Kind: Analytics Metric: - Year: 2019 |
|
|
|
296. PLAsTiCC Astronomical Classification
Can you help make sense of the Universe? |
Prize: $25,000 Team: 1,094 Kind: Featured Metric: Weighted Multiclass Loss Year: 2018 |
|
||
295. Quick, Draw! Doodle Recognition Challenge
How accurately can you identify a doodle? |
Prize: $25,000 Team: 1,316 Kind: Featured Metric: - Year: 2018 |
|
||
294. Don not call me turkey!
Thanksgiving Edition; Find the turkey in the sound bite |
Prize: Swag Team: 267 Kind: Playground Metric: Area Under Receiver Operating Characteristic Curve Year: 2018 |
|
||
293. Airbus Ship Detection Challenge
Find ships on satellite images as quickly as possible |
Prize: $60,000 Team: 883 Kind: Featured Metric: IntersectionOverUnionObjectSegmentationBeta Year: 2018 |
|
||
292. Inclusive Images Challenge
Stress test image classifiers across new geographic distributions |
Prize: $25,000 Team: 468 Kind: Research Metric: Mean F-Score Beta Year: 2018 |
|
||
291. RSNA Pneumonia Detection Challenge
Can you build an algorithm that automatically detects potential pneumonia cases? |
Prize: $30,000 Team: 1,499 Kind: Featured Metric: RSNAObjectDetectionAP Year: 2018 |
|
||
290. TGS Salt Identification Challenge
Segment salt deposits beneath the Earths surface |
Prize: $100,000 Team: 3,234 Kind: Featured Metric: IntersectionOverUnionObjectSegmentation Year: 2018 |
|
||
289. New York City Taxi Fare Prediction
Can you predict a riders taxi fare? |
Prize: Knowledge Team: 1,488 Kind: Playground Metric: Root Mean Squared Error Year: 2018 |
|
|
|
288. Forest Cover Type (Kernels Only)
Use cartographic variables to classify forest categories |
Prize: Knowledge Team: 359 Kind: Playground Metric: Categorization Accuracy Year: 2018 |
|
||
287. Store Item Demand Forecasting Challenge
Predict 3 months of item sales at different stores |
Prize: Knowledge Team: 462 Kind: Playground Metric: SMAPE Year: 2018 |
|
|
|
286. Whats Cooking? (Kernels Only)
Use recipe ingredients to categorize the cuisine |
Prize: Knowledge Team: 523 Kind: Playground Metric: Categorization Accuracy Year: 2018 |
|
||
285. Flavours of Physics; Finding τ → μμμ (Kernels Only)
Identify a rare decay phenomenon |
Prize: Knowledge Team: 54 Kind: Playground Metric: Weighted AUC, with agreement check and correlation check Year: 2018 |
|
|
|
284. Movie Review Sentiment Analysis (Kernels Only)
Classify the sentiment of sentences from the Rotten Tomatoes dataset |
Prize: Knowledge Team: 410 Kind: Playground Metric: Categorization Accuracy Year: 2018 |
|
|
|
283. Costa Rican Household Poverty Level Prediction
Can you identify which households have the highest need for social welfare assistance? |
Prize: Swag Team: 199 Kind: Playground Metric: Macro F-Score Year: 2018 |
|
|
|
282. Google AI Open Images - Visual Relationship Track
Detect pairs of objects in particular relationships. |
Prize: $20,000 Team: 230 Kind: Featured Metric: OpenImagesVisualRelations Year: 2018 |
|
||
281. Google AI Open Images - Object Detection Track
Detect objects in varied and complex images. |
Prize: $30,000 Team: 457 Kind: Featured Metric: OpenImagesObjectDetectionAP Year: 2018 |
|
||
280. Home Credit Default Risk
Can you predict how capable each applicant is of repaying a loan? |
Prize: $70,000 Team: 7,198 Kind: Featured Metric: Area Under Receiver Operating Characteristic Curve Year: 2018 |
|
||
279. Santander Value Prediction Challenge
Predict the value of transactions for potential customers. |
Prize: $60,000 Team: 4,484 Kind: Featured Metric: Root Mean Squared Logarithmic Error Year: 2018 |
|
||
278. TrackML Particle Tracking Challenge
High Energy Physics particle tracking in CERN detectors |
Prize: $25,000 Team: 656 Kind: Featured Metric: TrackML Year: 2018 |
|
||
277. The 2nd YouTube-8M Video Understanding Challenge
Can you create a constrained-size model to predict video labels? |
Prize: $25,000 Team: 394 Kind: Featured Metric: GoogleGlobalAP Year: 2018 |
|
||
276. Freesound General-Purpose Audio Tagging Challenge
Can you automatically recognize sounds from a wide range of real-world environments? |
Prize: Knowledge Team: 558 Kind: Research Metric: - Year: 2018 |
|
||
275. Humpback Whale Identification Challenge
Can you identify a whale by the picture of its fluke? |
Prize: Kudos Team: 528 Kind: Playground Metric: - Year: 2018 |
|
|
|
274. Avito Demand Prediction Challenge
Predict demand for an online classified ad |
Prize: $25,000 Team: 1,917 Kind: Featured Metric: Root Mean Squared Error Year: 2018 |
|
||
273. CVPR 2018 WAD Video Segmentation Challenge
Can you segment each objects within image frames captured by vehicles? |
Prize: $2,500 Team: 145 Kind: Research Metric: CVPRAutoDrivingAveragePrecision Year: 2018 |
|
||
272. iNaturalist Challenge at FGVC5
Long tailed classification challenge spanning 8,000 species. |
Prize: Kudos Team: 59 Kind: Research Metric: - Year: 2018 |
|
|
|
271. iMaterialist Challenge (Fashion) at FGVC5
Image classification of fashion products. |
Prize: $2,500 Team: 212 Kind: Research Metric: Mean F-Score Beta Year: 2018 |
|
||
270. iMaterialist Challenge (Furniture) at FGVC5
Image Classification of Furniture & Home Goods. |
Prize: $2,500 Team: 436 Kind: Research Metric: - Year: 2018 |
|
||
269. Google Landmark Recognition Challenge
Label famous (and not-so-famous) landmarks in images |
Prize: $2,500 Team: 483 Kind: Research Metric: GoogleGlobalAP Year: 2018 |
|
||
268. Google Landmark Retrieval Challenge
Given an image, can you find all of the same landmarks in a dataset? |
Prize: $2,500 Team: 209 Kind: Research Metric: - Year: 2018 |
|
||
267. TalkingData AdTracking Fraud Detection Challenge
Can you detect fraudulent click traffic for mobile app ads? |
Prize: $25,000 Team: 3,967 Kind: Featured Metric: Area Under Receiver Operating Characteristic Curve Year: 2018 |
|
||
266. DonorsChoose.org Application Screening
Predict whether teachers project proposals are accepted |
Prize: Swag Team: 581 Kind: Playground Metric: Area Under Receiver Operating Characteristic Curve Year: 2018 |
|
||
265. 2018 Data Science Bowl
Find the nuclei in divergent images to advance medical discovery |
Prize: $100,000 Team: 3,634 Kind: Featured Metric: IntersectionOverUnionObjectSegmentation Year: 2018 |
|
||
264. Google Cloud & NCAA® ML Competition 2018-Mens
Apply Machine Learning to NCAA® March Madness® |
Prize: $50,000 Team: 934 Kind: Featured Metric: Log Loss Year: 2018 |
|
||
263. Google Cloud & NCAA® ML Competition 2018-Womens
Apply machine learning to NCAA® March Madness® |
Prize: $50,000 Team: 505 Kind: Featured Metric: Log Loss Year: 2018 |
|
||
262. Toxic Comment Classification Challenge
Identify and classify toxic online comments |
Prize: $35,000 Team: 4,551 Kind: Featured Metric: Mean Columnwise Area Under Receiver Operating Characteristic Curve Year: 2018 |
|
||
261. Plant Seedlings Classification
Determine the species of a seedling from an image |
Prize: Kudos Team: 836 Kind: Playground Metric: Mean F-Score Year: 2018 |
|
|
|
260. Dog Breed Identification
Determine the breed of a dog in an image |
Prize: Kudos Team: 1,286 Kind: Playground Metric: Multiclass Loss Year: 2018 |
|
||
259. Mercari Price Suggestion Challenge
Can you automatically suggest product prices to online sellers? |
Prize: $100,000 Team: 2,384 Kind: Featured Metric: Root Mean Squared Logarithmic Error Year: 2018 |
|
||
258. Nomad2018 Predicting Transparent Conductors
Predict the key properties of novel transparent semiconductors |
Prize: €5,000 Team: 883 Kind: Research Metric: Mean Columnwise Root Mean Squared Logarithmic Error Year: 2018 |
|
||
257. IEEEs Signal Processing Society - Camera Model Identification
Identify from which camera an image was taken |
Prize: $25,000 Team: 582 Kind: Featured Metric: Weighted Categorization Accuracy Year: 2018 |
|
||
256. Recruit Restaurant Visitor Forecasting
Predict how many future visitors a restaurant will receive |
Prize: $25,000 Team: 2,158 Kind: Featured Metric: Root Mean Squared Logarithmic Error Year: 2018 |
|
||
255. Statoil/C-CORE Iceberg Classifier Challenge
Ship or iceberg, can you decide from space? |
Prize: $50,000 Team: 3,343 Kind: Featured Metric: Log Loss Year: 2018 |
|
||
254. TensorFlow Speech Recognition Challenge
Can you build an algorithm that understands simple speech commands? |
Prize: $25,000 Team: 1,315 Kind: Featured Metric: Categorization Accuracy Year: 2018 |
|
||
253. Corporación Favorita Grocery Sales Forecasting
Can you accurately predict sales for a large grocery chain? |
Prize: $30,000 Team: 1,675 Kind: Featured Metric: Normalized Weighted Root Mean Squared Logarithmic Error Year: 2018 |
|
||
252. Santa Gift Matching Challenge
Down through the chimney with lots of toys... |
Prize: $25,000 Team: 428 Kind: Featured Metric: Average Normalized Happiness Year: 2018 |
|
||
251. Zillow Prize; Zillow’s Home Value Prediction (Zestimate)
Can you improve the algorithm that changed the world of real estate? |
Prize: $1,200,000 Team: 3,779 Kind: Featured Metric: ZillowMAE Year: 2018 |
|
||
250. WSDM - KKBoxs Music Recommendation Challenge
Can you build the best music recommendation system? |
Prize: $5,000 Team: 1,081 Kind: Research Metric: Area Under Receiver Operating Characteristic Curve Year: 2017 |
|
||
249. WSDM - KKBoxs Churn Prediction Challenge
Can you predict when subscribers will churn? |
Prize: $5,000 Team: 575 Kind: Research Metric: Log Loss Year: 2017 |
|
||
248. Passenger Screening Algorithm Challenge
Improve the accuracy of the Department of Homeland Securitys threat recognition algorithms |
Prize: $1,500,000 Team: 518 Kind: Featured Metric: Log Loss Year: 2017 |
|
||
247. Spooky Author Identification
Share code and discuss insights to identify horror authors from their writings |
Prize: $25,000 Team: 1,244 Kind: Playground Metric: Multiclass Loss Year: 2017 |
|
||
246. Cdiscount’s Image Classification Challenge
Categorize e-commerce photos |
Prize: $35,000 Team: 627 Kind: Featured Metric: Categorization Accuracy Year: 2017 |
|
||
245. Porto Seguro’s Safe Driver Prediction
Predict if a driver will file an insurance claim next year. |
Prize: $25,000 Team: 5,169 Kind: Featured Metric: Normalized Gini Index Year: 2017 |
|
||
244. Text Normalization Challenge - English Language
Convert English text from written expressions into spoken forms |
Prize: $25,000 Team: 260 Kind: Research Metric: Categorization Accuracy Year: 2017 |
|
||
243. Text Normalization Challenge - Russian Language
Convert Russian text from written expressions into spoken forms |
Prize: $25,000 Team: 162 Kind: Research Metric: Categorization Accuracy Year: 2017 |
|
||
242. Web Traffic Time Series Forecasting
Forecast future traffic to Wikipedia pages |
Prize: $25,000 Team: 1,095 Kind: Research Metric: SMAPE Year: 2017 |
|
||
241. Personalized Medicine; Redefining Cancer Treatment
Predict the effect of Genetic Variants to enable Personalized Medicine |
Prize: $15,000 Team: 1,386 Kind: Research Metric: Multiclass Loss Year: 2017 |
|
||
240. NIPS 2017; Non-targeted Adversarial Attack
Imperceptibly transform images in ways that fool classification models |
Prize: Swag Team: 91 Kind: Research Metric: Score Year: 2017 |
|
||
239. NIPS 2017; Targeted Adversarial Attack
Develop an adversarial attack that causes image classifiers to predict a specific target class |
Prize: Swag Team: 65 Kind: Research Metric: Score Year: 2017 |
|
||
238. NIPS 2017; Defense Against Adversarial Attack
Create an image classifier that is robust to adversarial attacks |
Prize: Swag Team: 107 Kind: Research Metric: Score Year: 2017 |
|
||
237. Carvana Image Masking Challenge
Automatically identify the boundaries of the car in an image |
Prize: $25,000 Team: 735 Kind: Featured Metric: - Year: 2017 |
|
||
236. New York City Taxi Trip Duration
Share code and data to improve ride time predictions |
Prize: $30,000 Team: 1,257 Kind: Playground Metric: Root Mean Squared Logarithmic Error Year: 2017 |
|
||
235. Invasive Species Monitoring
Identify images of invasive hydrangea |
Prize: Knowledge Team: 513 Kind: Playground Metric: Area Under Receiver Operating Characteristic Curve Year: 2017 |
|
||
234. Instacart Market Basket Analysis
Which products will an Instacart consumer purchase again? |
Prize: $25,000 Team: 2,623 Kind: Featured Metric: Mean F-Score Year: 2017 |
|
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233. Planet; Understanding the Amazon from Space
Use satellite data to track the human footprint in the Amazon rainforest |
Prize: $60,000 Team: 938 Kind: Featured Metric: Mean F-Score Beta Year: 2017 |
|
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232. Mercedes-Benz Greener Manufacturing
Can you cut the time a Mercedes-Benz spends on the test bench? |
Prize: $25,000 Team: 3,835 Kind: Featured Metric: R^2 score (coefficient of determination) Year: 2017 |
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231. iNaturalist Challenge at FGVC 2017
Fine-grained classification challenge spanning 5,000 species. |
Prize: Knowledge Team: 50 Kind: Research Metric: - Year: 2017 |
|
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230. iMaterialist Challenge at FGVC 2017
Can you assign accurate description labels to images of apparel products? |
Prize: Knowledge Team: 28 Kind: Research Metric: - Year: 2017 |
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229. Sberbank Russian Housing Market
Can you predict realty price fluctuations in Russia’s volatile economy? |
Prize: $25,000 Team: 3,274 Kind: Featured Metric: Root Mean Squared Logarithmic Error Year: 2017 |
|
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228. NOAA Fisheries Steller Sea Lion Population Count
How many sea lions do you see? |
Prize: $25,000 Team: 385 Kind: Featured Metric: Mean Columnwise Root Mean Squared Error Year: 2017 |
|
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227. Intel & MobileODT Cervical Cancer Screening
Which cancer treatment will be most effective? |
Prize: $100,000 Team: 848 Kind: Featured Metric: Multiclass Loss Year: 2017 |
|
||
226. Quora Question Pairs
Can you identify question pairs that have the same intent? |
Prize: $25,000 Team: 3,307 Kind: Featured Metric: Log Loss Year: 2017 |
|
||
225. Google Cloud & YouTube-8M Video Understanding Challenge
Can you produce the best video tag predictions? |
Prize: $100,000 Team: 655 Kind: Featured Metric: GoogleGlobalAP Year: 2017 |
|
||
224. Two Sigma Connect; Rental Listing Inquiries
How much interest will a new rental listing on RentHop receive? |
Prize: Jobs Team: 2,488 Kind: Recruitment Metric: Multiclass Loss Year: 2017 |
|
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223. The Nature Conservancy Fisheries Monitoring
Can you detect and classify species of fish? |
Prize: $150,000 Team: 2,293 Kind: Featured Metric: Multiclass Loss Year: 2017 |
|
||
222. Data Science Bowl 2017
Can you improve lung cancer detection? |
Prize: $1,000,000 Team: 1,972 Kind: Featured Metric: Log Loss Year: 2017 |
|
||
221. March Machine Learning Mania 2017
Predict the 2017 NCAA Basketball Tournament |
Prize: Swag Team: 442 Kind: Playground Metric: Log Loss Year: 2017 |
|
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220. Transfer Learning on Stack Exchange Tags
Predict tags from models trained on unrelated topics |
Prize: Knowledge Team: 380 Kind: Playground Metric: Mean F-Score Year: 2017 |
|
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219. Dstl Satellite Imagery Feature Detection
Can you train an eye in the sky? |
Prize: $100,000 Team: 419 Kind: Featured Metric: JaccardDSTLParallel Year: 2017 |
|
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218. Dogs vs. Cats Redux; Kernels Edition
Distinguish images of dogs from cats |
Prize: Knowledge Team: 1,314 Kind: Playground Metric: Log Loss Year: 2017 |
|
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217. Two Sigma Financial Modeling Challenge
Can you uncover predictive value in an uncertain world? |
Prize: $100,000 Team: 2,070 Kind: Featured Metric: R Value Year: 2017 |
|
||
216. Leaf Classification
Can you see the random forest for the leaves? |
Prize: Knowledge Team: 1,598 Kind: Playground Metric: Multiclass Loss Year: 2017 |
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215. Santas Uncertain Bags
♫ Bells are ringing, children singing, all is merry and bright. Santas elves made a big mistake, now he needs your help tonight ♫ |
Prize: Swag Team: 694 Kind: Playground Metric: SantaWeightedBins Year: 2017 |
|
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214. Outbrain Click Prediction
Can you predict which recommended content each user will click? |
Prize: $25,000 Team: 979 Kind: Featured Metric: - Year: 2017 |
|
||
213. Facial Keypoints Detection
Detect the location of keypoints on face images |
Prize: Knowledge Team: 175 Kind: Getting Started Metric: Root Mean Squared Error Year: 2016 |
|
||
212. First Steps With Julia
Use Julia to identify characters from Google Street View images |
Prize: Knowledge Team: 56 Kind: Getting Started Metric: Categorization Accuracy Year: 2016 |
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211. Santander Product Recommendation
Can you pair products with people? |
Prize: $60,000 Team: 1,787 Kind: Featured Metric: - Year: 2016 |
|
||
210. Allstate Claims Severity
How severe is an insurance claim? |
Prize: Jobs Team: 3,055 Kind: Recruitment Metric: Mean Absolute Error Year: 2016 |
|
||
209. Melbourne University AES/MathWorks/NIH Seizure Prediction
Predict seizures in long-term human intracranial EEG recordings |
Prize: $20,000 Team: 478 Kind: Research Metric: Area Under Receiver Operating Characteristic Curve Year: 2016 |
|
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208. Ghouls, Goblins, and Ghosts... Boo!
Can you classify monsters haunting Kaggle? |
Prize: Knowledge Team: 764 Kind: Playground Metric: Categorization Accuracy Year: 2016 |
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207. Bosch Production Line Performance
Reduce manufacturing failures |
Prize: $30,000 Team: 1,373 Kind: Featured Metric: Matthews correlation coefficient Year: 2016 |
|
||
206. Painter by Numbers
Does every painter leave a fingerprint? |
Prize: Knowledge Team: 41 Kind: Playground Metric: Area Under Receiver Operating Characteristic Curve Year: 2016 |
|
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205. Integer Sequence Learning
1, 2, 3, 4, 5, 7?! |
Prize: Knowledge Team: 286 Kind: Playground Metric: Categorization Accuracy Year: 2016 |
|
||
204. Predicting Red Hat Business Value
Classify customer potential |
Prize: $50,000 Team: 2,271 Kind: Featured Metric: Area Under Receiver Operating Characteristic Curve Year: 2016 |
|
||
203. TalkingData Mobile User Demographics
Get to know millions of mobile device users |
Prize: $25,000 Team: 1,689 Kind: Featured Metric: Multiclass Loss Year: 2016 |
|
||
202. Grupo Bimbo Inventory Demand
Maximize sales and minimize returns of bakery goods |
Prize: $25,000 Team: 1,969 Kind: Featured Metric: Root Mean Squared Logarithmic Error Year: 2016 |
|
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201. Ultrasound Nerve Segmentation
Identify nerve structures in ultrasound images of the neck |
Prize: $100,000 Team: 923 Kind: Featured Metric: - Year: 2016 |
|
||
200. State Farm Distracted Driver Detection
Can computer vision spot distracted drivers? |
Prize: $65,000 Team: 1,440 Kind: Featured Metric: Multiclass Loss Year: 2016 |
|
||
199. Shelter Animal Outcomes
Help improve outcomes for shelter animals |
Prize: Knowledge Team: 1,604 Kind: Playground Metric: Multiclass Loss Year: 2016 |
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198. Avito Duplicate Ads Detection
Can you detect duplicitous duplicate ads? |
Prize: $20,000 Team: 548 Kind: Featured Metric: Area Under Receiver Operating Characteristic Curve Year: 2016 |
|
||
197. Facebook V; Predicting Check Ins
Identify the correct place for check ins |
Prize: Jobs Team: 1,212 Kind: Recruitment Metric: - Year: 2016 |
|
||
196. Draper Satellite Image Chronology
Can you put order to space and time? |
Prize: $75,000 Team: 401 Kind: Featured Metric: - Year: 2016 |
|
||
195. Kobe Bryant Shot Selection
Which shots did Kobe sink? |
Prize: Knowledge Team: 1,117 Kind: Playground Metric: Log Loss Year: 2016 |
|
||
194. Expedia Hotel Recommendations
Which hotel type will an Expedia customer book? |
Prize: $25,000 Team: 1,947 Kind: Featured Metric: - Year: 2016 |
|
||
193. San Francisco Crime Classification
Predict the category of crimes that occurred in the city by the bay |
Prize: Knowledge Team: 2,335 Kind: Playground Metric: Multiclass Loss Year: 2016 |
|
||
192. Santander Customer Satisfaction
Which customers are happy customers? |
Prize: $60,000 Team: 5,123 Kind: Featured Metric: Area Under Receiver Operating Characteristic Curve Year: 2016 |
|
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191. Home Depot Product Search Relevance
Predict the relevance of search results on homedepot.com |
Prize: $40,000 Team: 2,125 Kind: Featured Metric: Root Mean Squared Error Year: 2016 |
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190. BNP Paribas Cardif Claims Management
Can you accelerate BNP Paribas Cardifs claims management process? |
Prize: $30,000 Team: 2,926 Kind: Featured Metric: Log Loss Year: 2016 |
|
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189. Yelp Restaurant Photo Classification
Predict attribute labels for restaurants using user-submitted photos |
Prize: Jobs Team: 355 Kind: Recruitment Metric: Mean F-Score Year: 2016 |
|
||
188. March Machine Learning Mania 2016
Predict the 2016 NCAA Basketball Tournament |
Prize: $25,000 Team: 598 Kind: Featured Metric: Log Loss Year: 2016 |
|
||
187. Second Annual Data Science Bowl
Transforming How We Diagnose Heart Disease |
Prize: $200,000 Team: 773 Kind: Featured Metric: Continuous Rank Probability Score Year: 2016 |
|
||
186. Telstra Network Disruptions
Predict service faults on Australias largest telecommunications network |
Prize: Jobs Team: 974 Kind: Recruitment Metric: Multiclass Loss Year: 2016 |
|
||
185. Prudential Life Insurance Assessment
Can you make buying life insurance easier? |
Prize: $30,000 Team: 2,619 Kind: Featured Metric: QuadraticWeightedKappa Year: 2016 |
|
||
184. The Allen AI Science Challenge
Is your model smarter than an 8th grader? |
Prize: $80,000 Team: 799 Kind: Featured Metric: Categorization Accuracy Year: 2016 |
|
||
183. Airbnb New User Bookings
Where will a new guest book their first travel experience? |
Prize: Jobs Team: 1,462 Kind: Recruitment Metric: - Year: 2016 |
|
||
182. Homesite Quote Conversion
Which customers will purchase a quoted insurance plan? |
Prize: $20,000 Team: 1,764 Kind: Featured Metric: Area Under Receiver Operating Characteristic Curve Year: 2016 |
|
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181. Cervical Cancer Screening
Help prevent cervical cancer by identifying at-risk populations |
Prize: $100,000 Team: 40 Kind: Featured Metric: Area Under Receiver Operating Characteristic Curve Year: 2016 |
|
||
180. The Winton Stock Market Challenge
Join a multi-disciplinary team of research scientists |
Prize: $50,000 Team: 1,300 Kind: Featured Metric: Weighted Mean Absolute Error Year: 2016 |
|
||
179. Santas Stolen Sleigh
♫ Alarm bells ring, are you listening? Santas sleigh has gone missing ♫ |
Prize: $20,000 Team: 1,127 Kind: Featured Metric: SantaRideShare Year: 2016 |
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178. Right Whale Recognition
Identify endangered right whales in aerial photographs |
Prize: $10,000 Team: 364 Kind: Research Metric: Multiclass Loss Year: 2016 |
|
||
177. Walmart Recruiting; Trip Type Classification
Use market basket analysis to classify shopping trips |
Prize: Jobs Team: 1,047 Kind: Recruitment Metric: Multiclass Loss Year: 2015 |
|
||
176. Whats Cooking?
Use recipe ingredients to categorize the cuisine |
Prize: Knowledge Team: 1,388 Kind: Playground Metric: Categorization Accuracy Year: 2015 |
|
||
175. Rossmann Store Sales
Forecast sales using store, promotion, and competitor data |
Prize: $35,000 Team: 3,303 Kind: Featured Metric: Root Mean Square Percentage Error Year: 2015 |
|
||
174. How Much Did It Rain? II
Predict hourly rainfall using data from polarimetric radars |
Prize: $500 Team: 587 Kind: Research Metric: Mean Absolute Error Year: 2015 |
|
||
173. Western Australia Rental Prices
Predict rental prices for properties across Western Australia |
Prize: $100,000 Team: 59 Kind: Featured Metric: Root Mean Squared Logarithmic Error Year: 2015 |
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172. Springleaf Marketing Response
Determine whether to send a direct mail piece to a customer |
Prize: $100,000 Team: 2,226 Kind: Featured Metric: Area Under Receiver Operating Characteristic Curve Year: 2015 |
|
||
171. Truly Native?
Predict which web pages served by StumbleUpon are sponsored |
Prize: $10,000 Team: 274 Kind: Featured Metric: Area Under Receiver Operating Characteristic Curve Year: 2015 |
|
||
170. Flavours of Physics; Finding τ → μμμ
Identify a rare decay phenomenon |
Prize: $15,000 Team: 673 Kind: Featured Metric: Weighted AUC, with agreement check and correlation check Year: 2015 |
|
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169. Denoising Dirty Documents
Remove noise from printed text |
Prize: Knowledge Team: 161 Kind: Playground Metric: Root Mean Squared Error Year: 2015 |
|
||
168. Coupon Purchase Prediction
Predict which coupons a customer will buy |
Prize: $50,000 Team: 1,076 Kind: Featured Metric: - Year: 2015 |
|
||
167. Introducing Kaggle Scripts
Your code deserves better |
Prize: Swag Team: 0 Kind: Playground Metric: Root Mean Squared Error Year: 2015 |
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166. Machinery Tube Pricing
Model quoted prices for industrial tube assemblies |
Prize: $30,000 Team: 1,320 Kind: Featured Metric: Root Mean Squared Logarithmic Error Year: 2015 |
|
||
165. Grasp-and-Lift EEG Detection
Identify hand motions from EEG recordings |
Prize: $10,000 Team: 379 Kind: Research Metric: Mean Columnwise Area Under Receiver Operating Characteristic Curve Year: 2015 |
|
||
164. Liberty Mutual Group; Property Inspection Prediction
Quantify property hazards before time of inspection |
Prize: $25,000 Team: 2,236 Kind: Featured Metric: Normalized Gini Index Year: 2015 |
|
||
163. ICDM 2015; Drawbridge Cross-Device Connections
Identify individual users across their digital devices |
Prize: $10,000 Team: 340 Kind: Featured Metric: Mean F-Score Beta Year: 2015 |
|
||
162. Predict Closed Questions on Stack Overflow
Predict which new questions asked on Stack Overflow will be closed |
Prize: $20,000 Team: 0 Kind: Playground Metric: Multiclass Loss (Deprecated) Year: 2015 |
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161. Avito Context Ad Clicks
Predict if context ads will earn a users click |
Prize: $20,000 Team: 414 Kind: Featured Metric: Log Loss Year: 2015 |
|
||
160. Diabetic Retinopathy Detection
Identify signs of diabetic retinopathy in eye images |
Prize: $100,000 Team: 661 Kind: Featured Metric: QuadraticWeightedKappa Year: 2015 |
|
||
159. Crowdflower Search Results Relevance
Predict the relevance of search results from eCommerce sites |
Prize: $20,000 Team: 1,326 Kind: Featured Metric: QuadraticWeightedKappa Year: 2015 |
|
||
158. ECML/PKDD 15; Taxi Trajectory Prediction (I)
Predict the destination of taxi trips based on initial partial trajectories |
Prize: $250 Team: 381 Kind: Research Metric: Averaged Haversine Distance Year: 2015 |
|
||
157. ECML/PKDD 15; Taxi Trip Time Prediction (II)
Predict the total travel time of taxi trips based on their initial partial trajectories |
Prize: $250 Team: 345 Kind: Research Metric: Root Mean Squared Logarithmic Error Year: 2015 |
|
||
156. Bag of Words Meets Bags of Popcorn
Use Googles Word2Vec for movie reviews |
Prize: Knowledge Team: 578 Kind: Getting Started Metric: Area Under Receiver Operating Characteristic Curve Year: 2015 |
|
||
155. West Nile Virus Prediction
Predict West Nile virus in mosquitos across the city of Chicago |
Prize: $40,000 Team: 1,306 Kind: Featured Metric: Area Under Receiver Operating Characteristic Curve Year: 2015 |
|
||
154. Facebook Recruiting IV; Human or Robot?
Predict if an online bid is made by a machine or a human |
Prize: Jobs Team: 985 Kind: Recruitment Metric: Area Under Receiver Operating Characteristic Curve Year: 2015 |
|
||
153. Random Acts of Pizza
Predicting altruism through free pizza |
Prize: Knowledge Team: 464 Kind: Playground Metric: Area Under Receiver Operating Characteristic Curve Year: 2015 |
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152. Poker Rule Induction
Determine the poker hand of five playing cards |
Prize: Knowledge Team: 209 Kind: Playground Metric: Categorization Accuracy Year: 2015 |
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151. Bike Sharing Demand
Forecast use of a city bikeshare system |
Prize: Knowledge Team: 3,251 Kind: Playground Metric: Root Mean Squared Logarithmic Error Year: 2015 |
|
||
150. Walmart Recruiting II; Sales in Stormy Weather
Predict how sales of weather-sensitive products are affected by snow and rain |
Prize: Jobs Team: 485 Kind: Recruitment Metric: Root Mean Squared Logarithmic Error Year: 2015 |
|
||
149. Otto Group Product Classification Challenge
Classify products into the correct category |
Prize: $10,000 Team: 3,514 Kind: Featured Metric: Multiclass Loss Year: 2015 |
|
||
148. How Much Did It Rain?
Predict probabilistic distribution of hourly rain given polarimetric radar measurements |
Prize: $500 Team: 321 Kind: Research Metric: Continuous Rank Probability Score Year: 2015 |
|
||
147. Forest Cover Type Prediction
Use cartographic variables to classify forest categories |
Prize: Knowledge Team: 1,694 Kind: Playground Metric: Categorization Accuracy Year: 2015 |
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146. Restaurant Revenue Prediction
Predict annual restaurant sales based on objective measurements |
Prize: $30,000 Team: 2,257 Kind: Featured Metric: Root Mean Squared Error Year: 2015 |
|
||
145. 15.071x - The Analytics Edge (Spring 2015)
Test your analytics skills by predicting which New York Times blog articles will be the most popular |
Prize: Knowledge Team: 2,923 Kind: Research Metric: Area Under Receiver Operating Characteristic Curve Year: 2015 |
|
||
144. Billion Word Imputation
Find and impute missing words in the billion word corpus |
Prize: Knowledge Team: 87 Kind: Playground Metric: Levenshtein Mean Year: 2015 |
|
||
143. Microsoft Malware Classification Challenge (BIG 2015)
Classify malware into families based on file content and characteristics |
Prize: $16,000 Team: 377 Kind: Research Metric: Multiclass Loss (Deprecated) Year: 2015 |
|
||
142. March Machine Learning Mania 2015
Predict the 2015 NCAA Basketball Tournament |
Prize: $15,000 Team: 341 Kind: Featured Metric: Log Loss Year: 2015 |
|
||
141. 15.071x - The Analytics Edge (Spring 2015)
Test your analytics skills by predicting which New York Times blog articles will be the most popular. |
Prize: Knowledge Team: 0 Kind: Research Metric: Area Under Receiver Operating Characteristic Curve Year: 2015 |
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140. Finding Elo
Predict a chess players FIDE Elo rating from one game |
Prize: Knowledge Team: 158 Kind: Playground Metric: Mean Absolute Error Year: 2015 |
|
||
139. National Data Science Bowl
Predict ocean health, one plankton at a time |
Prize: $175,000 Team: 1,049 Kind: Featured Metric: Multiclass Loss (Deprecated) Year: 2015 |
|
||
138. Driver Telematics Analysis
Use telematic data to identify a driver signature |
Prize: $30,000 Team: 1,528 Kind: Featured Metric: Area Under Receiver Operating Characteristic Curve Year: 2015 |
|
||
137. Sentiment Analysis on Movie Reviews
Classify the sentiment of sentences from the Rotten Tomatoes dataset |
Prize: Knowledge Team: 861 Kind: Playground Metric: Categorization Accuracy Year: 2015 |
|
||
136. BCI Challenge @ NER 2015
A spell on you if you cannot detect errors! |
Prize: $1,000 Team: 260 Kind: Research Metric: Area Under Receiver Operating Characteristic Curve Year: 2015 |
|
||
135. Click-Through Rate Prediction
Predict whether a mobile ad will be clicked |
Prize: $15,000 Team: 1,604 Kind: Featured Metric: Log Loss Year: 2015 |
|
||
134. Helping Santas Helpers
Jingle bells, Santa tells ... |
Prize: $20,000 Team: 439 Kind: Featured Metric: Packing Santas Sleigh Metric Year: 2015 |
|
||
133. Data Science London + Scikit-learn
Scikit-learn is an open-source machine learning library for Python. Give it a try here! |
Prize: Knowledge Team: 191 Kind: Getting Started Metric: Categorization Accuracy Year: 2014 |
|
||
132. American Epilepsy Society Seizure Prediction Challenge
Predict seizures in intracranial EEG recordings |
Prize: $25,000 Team: 504 Kind: Research Metric: Area Under Receiver Operating Characteristic Curve Year: 2014 |
|
||
131. Tradeshift Text Classification
Classify text blocks in documents |
Prize: $5,000 Team: 375 Kind: Featured Metric: Log Loss Year: 2014 |
|
||
130. Learning Social Circles in Networks
Model friend memberships to multiple circles |
Prize: Knowledge Team: 203 Kind: Playground Metric: FacebookCircles Year: 2014 |
|
||
129. Africa Soil Property Prediction Challenge
Predict physical and chemical properties of soil using spectral measurements |
Prize: $8,000 Team: 1,233 Kind: Research Metric: Mean Columnwise Root Mean Squared Error Year: 2014 |
|
||
128. CIFAR-10 - Object Recognition in Images
Identify the subject of 60,000 labeled images |
Prize: Knowledge Team: 231 Kind: Playground Metric: Categorization Accuracy Year: 2014 |
|
||
127. Display Advertising Challenge
Predict click-through rates on display ads |
Prize: $16,000 Team: 718 Kind: Research Metric: Log Loss Year: 2014 |
|
||
126. Higgs Boson Machine Learning Challenge
Use the ATLAS experiment to identify the Higgs boson |
Prize: $13,000 Team: 1,785 Kind: Featured Metric: Higgs Boson Approximate Median Significance Year: 2014 |
|
||
125. Liberty Mutual Group - Fire Peril Loss Cost
Predict expected fire losses for insurance policies |
Prize: $25,000 Team: 634 Kind: Featured Metric: Weighted Gini Year: 2014 |
|
||
124. The Hunt for Prohibited Content
Predict which ads contain illicit content |
Prize: $25,000 Team: 285 Kind: Featured Metric: - Year: 2014 |
|
||
123. UPenn and Mayo Clinics Seizure Detection Challenge
Detect seizures in intracranial EEG recordings |
Prize: $8,000 Team: 200 Kind: Research Metric: Mean Columnwise Area Under Receiver Operating Characteristic Curve Year: 2014 |
|
||
122. DecMeg2014 - Decoding the Human Brain
Predict visual stimuli from MEG recordings of human brain activity |
Prize: $5,000 Team: 267 Kind: Research Metric: Categorization Accuracy Year: 2014 |
|
||
121. MLSP 2014 Schizophrenia Classification Challenge
Diagnose schizophrenia using multimodal features from MRI scans |
Prize: Kudos Team: 313 Kind: Research Metric: Area Under Receiver Operating Characteristic Curve Year: 2014 |
|
||
120. KDD Cup 2014 - Predicting Excitement at DonorsChoose.org
Predict funding requests that deserve an A+ |
Prize: $2,000 Team: 472 Kind: Research Metric: Area Under Receiver Operating Characteristic Curve Year: 2014 |
|
||
119. Greek Media Monitoring Multilabel Classification (WISE 2014)
Multi-label classification of printed media articles to topics |
Prize: $680 Team: 120 Kind: Research Metric: Mean F-Score Year: 2014 |
|
||
118. Acquire Valued Shoppers Challenge
Predict which shoppers will become repeat buyers |
Prize: $30,000 Team: 952 Kind: Featured Metric: Area Under Receiver Operating Characteristic Curve Year: 2014 |
|
||
117. Risky Business
Predict the risk of customer credit default |
Prize: $100,000 Team: 44 Kind: Masters Metric: Amex Custom Gini And Percentage Capture Year: 2014 |
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116. Allstate Purchase Prediction Challenge
Predict a purchased policy based on transaction history |
Prize: $50,000 Team: 1,568 Kind: Featured Metric: Categorization Accuracy Year: 2014 |
|
||
115. CONNECTOMICS
Reconstruct the wiring between neurons from fluorescence imaging of neural activity |
Prize: $3,000 Team: 143 Kind: Research Metric: Area Under Receiver Operating Characteristic Curve Year: 2014 |
|
||
114. The Analytics Edge (15.071x)
Learn what predicts happiness by using informal polling questions. |
Prize: Knowledge Team: 1,685 Kind: Playground Metric: Area Under Receiver Operating Characteristic Curve Year: 2014 |
|
||
113. Walmart Recruiting - Store Sales Forecasting
Use historical markdown data to predict store sales |
Prize: Jobs Team: 691 Kind: Recruitment Metric: Weighted Mean Absolute Error Year: 2014 |
|
||
112. Large Scale Hierarchical Text Classification
Classify Wikipedia documents into one of 325,056 categories |
Prize: Swag Team: 119 Kind: Research Metric: Macro F-Score Year: 2014 |
|
||
111. March Machine Learning Mania
Tip off college basketball by predicting the 2014 NCAA Tournament |
Prize: $15,000 Team: 248 Kind: Featured Metric: Log Loss Year: 2014 |
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110. Galaxy Zoo - The Galaxy Challenge
Classify the morphologies of distant galaxies in our Universe |
Prize: $16,000 Team: 326 Kind: Research Metric: Root Mean Squared Error Year: 2014 |
|
||
109. The Random Number Grand Challenge
Decode a sequence of pseudorandom numbers |
Prize: $1,000 Team: 205 Kind: Featured Metric: Mean Absolute Error Year: 2014 |
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108. PAKDD 2014 - ASUS Malfunctional Components Prediction
Predict malfunctional components of ASUS notebooks |
Prize: $8,500 Team: 610 Kind: Research Metric: Mean Absolute Error Year: 2014 |
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107. Loan Default Prediction - Imperial College London
Constructing an optimal portfolio of loans |
Prize: $10,000 Team: 675 Kind: Research Metric: Mean Absolute Error Year: 2014 |
|
||
106. Flu Forecasting
Predict when, where and how strong the flu will be |
Prize: $125,000 Team: 50 Kind: Masters Metric: Root Mean Squared Logarithmic Error Year: 2014 |
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105. Conways Reverse Game of Life
Reverse the arrow of time in the Game of Life |
Prize: Swag Team: 142 Kind: Playground Metric: Mean Absolute Error Year: 2014 |
|
||
104. Dogs vs. Cats
Create an algorithm to distinguish dogs from cats |
Prize: Swag Team: 215 Kind: Playground Metric: Categorization Accuracy Year: 2014 |
|
||
103. Packing Santas Sleigh
Hes making a list, checking it twice; to fill up his sleigh, he needs your advice |
Prize: $10,000 Team: 362 Kind: Featured Metric: Packing Santas Sleigh Metric Year: 2014 |
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102. Personalized Web Search Challenge
Re-rank web documents using personal preferences |
Prize: $9,000 Team: 194 Kind: Featured Metric: - Year: 2014 |
|
||
101. As the World Churns
Predict which customers will leave an insurance company in the next 12 months. |
Prize: $70,000 Team: 37 Kind: Masters Metric: Mean Columnwise Area Under Receiver Operating Characteristic Curve Year: 2013 |
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|
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100. Facebook Recruiting III - Keyword Extraction
Identify keywords and tags from millions of text questions |
Prize: Jobs Team: 367 Kind: Recruitment Metric: Mean F-Score Year: 2013 |
|
||
99. Partly Sunny with a Chance of Hashtags
What can a #machine learn from tweets about the #weather? |
Prize: $500 Team: 259 Kind: Playground Metric: Root Mean Squared Error Year: 2013 |
|
||
98. See Click Predict Fix
Predict which 311 issues are most important to citizens |
Prize: $4,000 Team: 532 Kind: Featured Metric: Root Mean Squared Logarithmic Error Year: 2013 |
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97. Multi-label Bird Species Classification - NIPS 2013
Identify which of 87 classes of birds and amphibians are present into 1000 continuous wild sound recordings |
Prize: Knowledge Team: 32 Kind: Research Metric: Area Under Receiver Operating Characteristic Curve Year: 2013 |
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96. Accelerometer Biometric Competition
Recognize users of mobile devices from accelerometer data |
Prize: $5,000 Team: 633 Kind: Research Metric: Area Under Receiver Operating Characteristic Curve Year: 2013 |
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95. AMS 2013-2014 Solar Energy Prediction Contest
Forecast daily solar energy with an ensemble of weather models |
Prize: $1,000 Team: 160 Kind: Research Metric: Mean Absolute Error Year: 2013 |
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94. Boston Data Festival Hackathon
Can you make a better prediction than a monkey with a dart? |
Prize: $1,000 Team: 21 Kind: Playground Metric: Area Under Receiver Operating Characteristic Curve Year: 2013 |
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93. Personalize Expedia Hotel Searches - ICDM 2013
Learning to rank hotels to maximize purchases |
Prize: $25,000 Team: 337 Kind: Featured Metric: - Year: 2013 |
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92. StumbleUpon Evergreen Classification Challenge
Build a classifier to categorize webpages as evergreen or non-evergreen |
Prize: $5,000 Team: 625 Kind: Featured Metric: Area Under Receiver Operating Characteristic Curve Year: 2013 |
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91. Belkin Energy Disaggregation Competition
Disaggregate household energy consumption into individual appliances |
Prize: $25,000 Team: 165 Kind: Featured Metric: - Year: 2013 |
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90. The Big Data Combine Engineered by BattleFin
Predict short term movements in stock prices using news and sentiment data provided by RavenPack |
Prize: $18,500 Team: 425 Kind: Research Metric: Mean Absolute Error Year: 2013 |
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89. See Click Predict Fix - Hackathon
Predict which 311 issues are most important to citizens |
Prize: $1,000 Team: 80 Kind: Featured Metric: Root Mean Squared Logarithmic Error Year: 2013 |
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88. Cause-effect pairs
Given samples from a pair of variables A, B, find whether A is a cause of B. |
Prize: $10,000 Team: 266 Kind: Research Metric: Bidirectional AUC for Cause Effect Pairs Year: 2013 |
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87. RecSys2013; Yelp Business Rating Prediction
RecSys Challenge 2013; Yelp business rating prediction |
Prize: $500 Team: 158 Kind: Research Metric: Root Mean Squared Error Year: 2013 |
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86. Multi-modal Gesture Recognition
Recognize gesture sequences in video and depth data from Kinect |
Prize: $10,000 Team: 53 Kind: Research Metric: Gesture Normalized Levenshtein Mean Year: 2013 |
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85. MLSP 2013 Bird Classification Challenge
Predict the set of bird species present in an audio recording, collected in field conditions. |
Prize: $1,800 Team: 79 Kind: Research Metric: Area Under Receiver Operating Characteristic Curve Year: 2013 |
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84. MasterCard - Data Cleansing Competition
Improve the quality of information within transaction data |
Prize: $100,000 Team: 6 Kind: Masters Metric: Mastercard Levenshtein AUC Metric Year: 2013 |
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83. Amazon.com - Employee Access Challenge
Predict an employees access needs, given his/her job role |
Prize: $5,000 Team: 1,687 Kind: Featured Metric: Area Under Receiver Operating Characteristic Curve Year: 2013 |
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82. Yelp Recruiting Competition
How many "useful" votes will a Yelp review receive? Show off your skills to land an interview for a position on a Yelp data mining team! |
Prize: Jobs Team: 350 Kind: Recruitment Metric: Root Mean Squared Logarithmic Error Year: 2013 |
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81. KDD Cup 2013 - Author-Paper Identification Challenge (Track 1)
Determine whether an author has written a given paper |
Prize: $7,500 Team: 553 Kind: Featured Metric: - Year: 2013 |
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80. The ICML 2013 Bird Challenge
Identify bird species from continuous audio recordings |
Prize: $500 Team: 76 Kind: Research Metric: Area Under Receiver Operating Characteristic Curve Year: 2013 |
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79. The ICML 2013 Whale Challenge - Right Whale Redux
Develop recognition solutions to detect and classify right whales for BIG data mining and exploration studies |
Prize: $500 Team: 129 Kind: Research Metric: Area Under Receiver Operating Characteristic Curve Year: 2013 |
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78. KDD Cup 2013 - Author Disambiguation Challenge (Track 2)
Identify which authors correspond to the same person |
Prize: $7,500 Team: 237 Kind: Featured Metric: Mean F-Score Year: 2013 |
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77. Challenges in Representation Learning; Facial Expression Recognition Challenge
Learn facial expressions from an image |
Prize: $500 Team: 56 Kind: Research Metric: Categorization Accuracy Year: 2013 |
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76. Challenges in Representation Learning; The Black Box Learning Challenge
Competitors train a classifier on a dataset that is not human readable, without knowledge of what the data consists of. |
Prize: $500 Team: 211 Kind: Research Metric: Categorization Accuracy Year: 2013 |
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75. Challenges in Representation Learning; Multi-modal Learning
The multi-modal learning challenge |
Prize: $500 Team: 24 Kind: Research Metric: Area Under Receiver Operating Characteristic Curve Year: 2013 |
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74. dunnhumby & hack/reduce Product Launch Challenge
The success or failure of a new product launch is often evident within the first few weeks of sales. Can you predict a products destiny? |
Prize: $5,000 Team: 108 Kind: Featured Metric: Root Mean Squared Logarithmic Error Year: 2013 |
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73. ICDAR2013 - Handwriting Stroke Recovery from Offline Data
Predict the trajectory of a handwritten signature |
Prize: $1,000 Team: 40 Kind: Research Metric: Root Mean Squared Error Year: 2013 |
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72. Blue Book for Bulldozers
Predict the auction sale price for a piece of heavy equipment to create a "blue book" for bulldozers. |
Prize: $10,000 Team: 475 Kind: Featured Metric: Root Mean Squared Logarithmic Error Year: 2013 |
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71. ICDAR2013 - Gender Prediction from Handwriting
Predict if a handwritten document has been produced by a male or a female writer |
Prize: $1,000 Team: 190 Kind: Research Metric: Log Loss Year: 2013 |
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70. Influencers in Social Networks
Predict which people are influential in a social network |
Prize: $2,350 Team: 132 Kind: Featured Metric: Area Under Receiver Operating Characteristic Curve Year: 2013 |
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69. The Marinexplore and Cornell University Whale Detection Challenge
Create an algorithm to detect North Atlantic right whale calls from audio recordings, prevent collisions with shipping traffic |
Prize: $10,000 Team: 245 Kind: Featured Metric: Area Under Receiver Operating Characteristic Curve Year: 2013 |
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68. Heritage Health Prize
Identify patients who will be admitted to a hospital within the next year using historical claims data. (Enter by 06;59;59 UTC Oct 4 2012) |
Prize: $500,000 Team: 1,353 Kind: Featured Metric: Root Mean Squared Logarithmic Error Year: 2013 |
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67. Job Salary Prediction
Predict the salary of any UK job ad based on its contents |
Prize: $6,000 Team: 289 Kind: Featured Metric: Mean Absolute Error Year: 2013 |
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66. Predicting Parkinsons Disease Progression with Smartphone Data
Can we objectively measure the symptoms of Parkinson’s disease with a smartphone? We have the data to find out! |
Prize: $10,000 Team: 0 Kind: Research Metric: Root Mean Squared Error Year: 2013 |
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65. Just the Basics - Strata 2013 After-party
Live from Santa Clara, CA |
Prize: Knowledge Team: 48 Kind: Getting Started Metric: Area Under Receiver Operating Characteristic Curve Year: 2013 |
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64. Just the Basics - Strata 2013
Live from Santa Clara, CA - Core Data Science Skills with Kaggle’s Top Competitors |
Prize: Knowledge Team: 49 Kind: Getting Started Metric: Area Under Receiver Operating Characteristic Curve Year: 2013 |
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63. Event Recommendation Engine Challenge
Predict what events our users will be interested in based on user actions, event metadata, and demographic information. |
Prize: $5,000 Team: 223 Kind: Featured Metric: Mean Average Precision at K Year: 2013 |
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62. Leaping Leaderboard Leapfrogs
Provide creative visualizations of the Kaggle leaderboard |
Prize: $900 Team: 0 Kind: Research Metric: Root Mean Squared Error Year: 2013 |
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61. Prescription Volume Prediction
Predict future prescription volume |
Prize: USD Team: 12 Kind: Masters Metric: Multi-Column Average Precision at K Year: 2013 |
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60. Visualize the State of Public Education in Colorado
Using 3 years of school grading data supplied by the Colorado Department of Education and R-Squared Research, visually uncover trends in the Colorado public school system. |
Prize: $5,000 Team: 0 Kind: Research Metric: Root Mean Squared Error Year: 2013 |
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59. Traveling Santa Problem
Solve ye olde traveling salesman problem to help Santa Claus deliver his presents |
Prize: $3,000 Team: 355 Kind: Featured Metric: Traveling Santa Metric Year: 2013 |
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58. Observing Dark Worlds
Can you find the Dark Matter that dominates our Universe? Winton Capital offers you the chance to unlock the secrets of dark worlds. |
Prize: $20,000 Team: 353 Kind: Recruitment Metric: DarkWorldsMetric Year: 2012 |
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57. Will I Stay or Will I Go?
Predict which of our current customers will stay insured with us for an entire policy term. |
Prize: USD Team: 12 Kind: Masters Metric: Log Loss Year: 2012 |
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56. Facebook II - Mapping the Internet
Round II of the Facebook Recruiting Competition. |
Prize: Jobs Team: 111 Kind: Recruitment Metric: Area Under Receiver Operating Characteristic Curve Year: 2012 |
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55. U.S. Census Return Rate Challenge
Predict census mail return rates. |
Prize: $25,000 Team: 243 Kind: Featured Metric: Normalized Weighted Mean Absolute Error Year: 2012 |
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54. Predict Closed Questions on Stack Overflow
Predict which new questions asked on Stack Overflow will be closed |
Prize: $20,000 Team: 161 Kind: Featured Metric: Multiclass Loss (Deprecated) Year: 2012 |
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53. Global Energy Forecasting Competition 2012 - Load Forecasting
A hierarchical load forecasting problem; backcasting and forecasting hourly loads (in kW) for a US utility with 20 zones. |
Prize: $7,500 Team: 104 Kind: Research Metric: Weighted Root Mean Squared Error Year: 2012 |
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52. Global Energy Forecasting Competition 2012 - Wind Forecasting
A wind power forecasting problem; predicting hourly power generation up to 48 hours ahead at 7 wind farms |
Prize: $7,500 Team: 133 Kind: Research Metric: Root Mean Squared Error Year: 2012 |
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51. Merck Molecular Activity Challenge
Help develop safe and effective medicines by predicting molecular activity. |
Prize: $40,000 Team: 236 Kind: Featured Metric: DataSetWeightedCorrelationCoefficient Year: 2012 |
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50. Data Mining Hackathon on BIG DATA (7GB) Best Buy mobile web site
Predict which BestBuy product a mobile web visitor will be most interested in based on their search query or behavior over 2 years (7 GB). |
Prize: $1,000 Team: 25 Kind: Research Metric: Mean Average Precision at K Year: 2012 |
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49. Data Mining Hackathon on (20 mb) Best Buy mobile web site - ACM SF Bay Area Chapter
Getting Started - Predict which Xbox game a visitor will be most interested in based on their search query. (20 MB) |
Prize: $600 Team: 96 Kind: Research Metric: Mean Average Precision at K Year: 2012 |
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48. CPROD1; Consumer PRODucts contest #1
Identify product mentions within a largely user-generated web-based corpus and disambiguate the mentions against a large product catalog. |
Prize: $10,000 Team: 29 Kind: Research Metric: Mean F-Score Variant Year: 2012 |
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47. Detecting Insults in Social Commentary
Predict whether a comment posted during a public discussion is considered insulting to one of the participants. |
Prize: $10,000 Team: 50 Kind: Recruitment Metric: Area Under Receiver Operating Characteristic Curve Year: 2012 |
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46. Raising Money to Fund an Organizational Mission
Help worthy organizations more efficiently target and recruit loyal donors to support their causes. |
Prize: $10,000 Team: 27 Kind: Featured Metric: AverageAmongTop{P} Year: 2012 |
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45. CHALEARN Gesture Challenge 2
Develop a Gesture Recognizer for Microsoft Kinect (TM) |
Prize: $10,000 Team: 30 Kind: Research Metric: Gesture Normalized Levenshtein Mean Year: 2012 |
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44. Practice Fusion Diabetes Classification
Identify patients diagnosed with Type 2 Diabetes |
Prize: $10,000 Team: 146 Kind: Research Metric: Log Loss Year: 2012 |
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43. EMC Israel Data Science Challenge
Match source code files to the open source code project |
Prize: $10,000 Team: 86 Kind: Research Metric: Multiclass Loss (Deprecated) Year: 2012 |
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42. Million Song Dataset Challenge
Predict which songs a user will listen to. |
Prize: Kudos Team: 150 Kind: Research Metric: Mean Average Precision at K Year: 2012 |
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41. EMI Music Data Science Hackathon - July 21st - 24 hours
Can you predict if a listener will love a new song? |
Prize: $10,000 Team: 133 Kind: Featured Metric: Root Mean Squared Error Year: 2012 |
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40. Facebook Recruiting Competition
Show them your talent, not just your resume. |
Prize: Jobs Team: 418 Kind: Recruitment Metric: Mean Average Precision at K Year: 2012 |
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39. Online Product Sales
Predict the online sales of a consumer product based on a data set of product features. |
Prize: $22,500 Team: 363 Kind: Featured Metric: Root Mean Squared Logarithmic Error Year: 2012 |
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38. Psychopathy Prediction Based on Twitter Usage
Identify people who have a high degree of Psychopathy based on Twitter usage. |
Prize: $1,000 Team: 111 Kind: Research Metric: MCAP Year: 2012 |
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37. Personality Prediction Based on Twitter Stream
Identify the best performing model(s) to predict personality traits based on Twitter usage |
Prize: $500 Team: 89 Kind: Research Metric: MCAP Year: 2012 |
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36. Predicting a Biological Response
Predict a biological response of molecules from their chemical properties |
Prize: $20,000 Team: 699 Kind: Featured Metric: Log Loss Year: 2012 |
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35. KDD Cup 2012, Track 1
Predict which users (or information sources) one user might follow in Tencent Weibo. |
Prize: $8,000 Team: 657 Kind: Featured Metric: MAP@3 Year: 2012 |
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34. KDD Cup 2012, Track 2
Predict the click-through rate of ads given the query and user information. |
Prize: $8,000 Team: 163 Kind: Featured Metric: - Year: 2012 |
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33. The Hewlett Foundation; Automated Essay Scoring
Develop an automated scoring algorithm for student-written essays. |
Prize: $100,000 Team: 154 Kind: Featured Metric: WeightedMeanQuadraticWeightedKappa Year: 2012 |
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32. Benchmark Bond Trade Price Challenge
Develop models to accurately predict the trade price of a bond. |
Prize: $17,500 Team: 264 Kind: Featured Metric: Weighted Mean Absolute Error Year: 2012 |
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31. EMC Data Science Global Hackathon (Air Quality Prediction)
Build a local early warning systems to accurately predict dangerous levels of air pollutants on an hourly basis. |
Prize: $7,030 Team: 110 Kind: Featured Metric: Mean Absolute Error Year: 2012 |
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30. ICFHR 2012 - Arabic Writer Identification
Identify which writer wrote which documents. |
Prize: $1,000 Team: 42 Kind: Research Metric: Categorization Accuracy Year: 2012 |
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29. Eye Movements Verification and Identification Competition
Determine how people may be identified based on their eye movement characteristic. |
Prize: Kudos Team: 46 Kind: Research Metric: Multiclass Loss (Deprecated) Year: 2012 |
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28. CHALEARN Gesture Challenge
Develop a Gesture Recognizer for Microsoft Kinect (TM) |
Prize: $10,000 Team: 47 Kind: Featured Metric: Gesture Normalized Levenshtein Mean Year: 2012 |
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27. What Do You Know?
Improve the state of the art in student evaluation by predicting whether a student will answer the next test question correctly. |
Prize: $5,000 Team: 239 Kind: Featured Metric: Capped Binomial Deviance Year: 2012 |
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26. Getting Started
Create a forum for New Users |
Prize: $10,000 Team: 0 Kind: Featured Metric: Root Mean Squared Error Year: 2012 |
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25. Algorithmic Trading Challenge
Develop new models to accurately predict the market response to large trades. |
Prize: $10,000 Team: 111 Kind: Featured Metric: Root Mean Squared Error Year: 2012 |
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24. Dont Get Kicked!
Predict if a car purchased at auction is a lemon |
Prize: $10,000 Team: 570 Kind: Featured Metric: Gini Index Year: 2012 |
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23. Give Me Some Credit
Improve on the state of the art in credit scoring by predicting the probability that somebody will experience financial distress in the next two years. |
Prize: $5,000 Team: 924 Kind: Featured Metric: Area Under Receiver Operating Characteristic Curve Year: 2011 |
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22. Photo Quality Prediction
Given anonymized information on thousands of photo albums, predict whether a human evaluator would mark them as good. |
Prize: $5,000 Team: 200 Kind: Featured Metric: Capped Binomial Deviance Year: 2011 |
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21. Semi-Supervised Feature Learning
Theres been a lot of recent work done in unsupervised feature learning for classification and there are a ton of older methods that also work well. The purpose of this competition is to find out which of these methods work best on relatively large-scale high dimensional learning tasks. |
Prize: $500 Team: 26 Kind: Featured Metric: Area Under Receiver Operating Characteristic Curve Year: 2011 |
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20. Allstate Claim Prediction Challenge
A key part of insurance is charging each customer the appropriate price for the risk they represent. |
Prize: $10,000 Team: 102 Kind: Featured Metric: Normalized Gini Index Year: 2011 |
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19. dunnhumbys Shopper Challenge
Going grocery shopping, we all have to do it, some even enjoy it, but can you predict it? dunnhumby is looking to build a model to better predict when supermarket shoppers will next visit the store and how much they will spend. |
Prize: $10,000 Team: 277 Kind: Featured Metric: % Correct Visits Year: 2011 |
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18. Wikipedias Participation Challenge
This competition challenges data-mining experts to build a predictive model that predicts the number of edits an editor will make five months from the end date of the training dataset. |
Prize: $10,000 Team: 90 Kind: Featured Metric: Root Mean Squared Logarithmic Error Year: 2011 |
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17. Mapping Dark Matter
Measure the small distortion in galaxy images caused by dark matter |
Prize: $3,000 Team: 70 Kind: Featured Metric: Root Mean Squared Error Year: 2011 |
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16. Dont Overfit!
With nearly as many variables as training cases, what are the best techniques to avoid disaster? |
Prize: $500 Team: 259 Kind: Featured Metric: Area Under Receiver Operating Characteristic Curve Year: 2011 |
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15. Deloitte/FIDE Chess Rating Challenge
This contest, sponsored by professional services firm Deloitte, will find the most accurate system to predict chess outcomes, and FIDE will also bring a top finisher to Athens to present their system |
Prize: $10,000 Team: 181 Kind: Featured Metric: Capped Binomial Deviance Year: 2011 |
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14. ICDAR 2011 - Arabic Writer Identification
This competition require participants to develop an algorithm to identify who wrote which documents. The winner will be honored at a special session of the ICDAR 2011 conference. |
Prize: $1,000 Team: 30 Kind: Featured Metric: Mean Absolute Error Year: 2011 |
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13. Stay Alert! The Ford Challenge
Driving while not alert can be deadly. The objective is to design a classifier that will detect whether the driver is alert or not alert, employing data that are acquired while driving. |
Prize: $950 Team: 176 Kind: Featured Metric: Area Under Receiver Operating Characteristic Curve Year: 2011 |
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12. Predict Grant Applications
This task requires participants to predict the outcome of grant applications for the University of Melbourne. |
Prize: $5,000 Team: 204 Kind: Featured Metric: Area Under Receiver Operating Characteristic Curve Year: 2011 |
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11. RTA Freeway Travel Time Prediction
This competition requires participants to predict travel time on Sydneys M4 freeway from past travel time observations. |
Prize: $10,000 Team: 356 Kind: Featured Metric: Root Mean Squared Error Year: 2011 |
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10. R Package Recommendation Engine
The aim of this competition is to develop a recommendation engine for R libraries (or packages). (R is opensource statistics software.) |
Prize: $150 Team: 57 Kind: Featured Metric: Area Under Receiver Operating Characteristic Curve Year: 2011 |
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9. IJCNN Social Network Challenge
This competition requires participants to predict edges in an online social network. The winner will receive free registration and the opportunity to present their solution at IJCNN 2011. |
Prize: $950 Team: 117 Kind: Featured Metric: Area Under Receiver Operating Characteristic Curve Year: 2011 |
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8. Tourism Forecasting Part Two
Part two requires competitors to predict 793 tourism-related time series. The winner of this competition will be invited to contribute a discussion paper to the International Journal of Forecasting. |
Prize: $500 Team: 42 Kind: Featured Metric: Custom Evaluation Metric Year: 2010 |
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7. Chess ratings - Elo versus the Rest of the World
This competition aims to discover whether other approaches can predict the outcome of chess games more accurately than the workhorse Elo rating system. |
Prize: $617 Team: 252 Kind: Featured Metric: Root Mean Squared Error Year: 2010 |
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6. INFORMS Data Mining Contest 2010
The goal of this contest is to predict short term movements in stock prices. The winners of this contest will be honoured of the INFORMS Annual Meeting in Austin-Texas (November 7-10). |
Prize: $0 Team: 145 Kind: Featured Metric: Area Under Receiver Operating Characteristic Curve Year: 2010 |
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5. Tourism Forecasting Part One
Part one requires competitors to predict 518 tourism-related time series. The winner of this competition will be invited to contribute a discussion paper to the International Journal of Forecasting. |
Prize: $500 Team: 55 Kind: Featured Metric: Custom Evaluation Metric Year: 2010 |
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4. Predict HIV Progression
This contest requires competitors to predict the likelihood that an HIV patients infection will become less severe, given a small dataset and limited clinical information. |
Prize: $500 Team: 107 Kind: Featured Metric: Mean Consequential Error Year: 2010 |
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3. World Cup 2010 - Take on the Quants
Quants at Goldman Sachs and JP Morgan have modeled the likely outcomes of the 2010 World Cup. Can you do better? |
Prize: $100 Team: 0 Kind: Featured Metric: Custom Evaluation Metric Year: 2010 |
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2. World Cup 2010 - Confidence Challenge
The Confidence Challenge requires competitors to assign a level of confidence to their World Cup predictions. |
Prize: $100 Team: 63 Kind: Featured Metric: Custom Evaluation Metric Year: 2010 |
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1. Forecast Eurovision Voting
This competition requires contestants to forecast the voting for this years Eurovision Song Contest in Norway on May 25th, 27th and 29th. |
Prize: $1,000 Team: 22 Kind: Featured Metric: - Year: 2010 |
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