The Most Comprehensive List of Kaggle Solutions and Ideas
This repository contains a comprehensive collection of solutions and ideas shared by top performers from past Kaggle competitions. The list is continuously updated with new insights after each competition concludes. If you discover a solution not yet listed here, feel free to contribute by submitting a pull request. You can find a guide to the symbols used in this list here.
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Explore these insightful pages for:
| Title & Description | Details | Solutions | Pins | |
|---|---|---|---|---|
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629. Playground Series - Season 4, Episode 11
Exploring Mental Health Data |
Prize: Swag Team: 2,685 Kind: Playground Metric: Accuracy Score Year: 2024 |
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628. ARC Prize 2024
Create an AI capable of solving reasoning tasks it has never seen before |
Prize: $1,100,000 Team: 1,427 Kind: Featured Metric: Abstraction and Reasoning Challenge Year: 2024 |
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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 |
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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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