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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
627. Playground Series - Season 4, Episode 10

Loan Approval Prediction

Prize: Swag

Team: 3,858

Kind: Playground

Metric: Roc Auc Score

Year: 2024


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


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


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


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


622. Playground Series - Season 4, Episode 8

Binary Prediction of Poisonous Mushrooms

Prize: Swag

Team: 2,422

Kind: Playground

Metric: Matthews Corrcoef

Year: 2024


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


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


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


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


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


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


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


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


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


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


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


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


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


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


607. GeoLifeCLEF 2024 @ LifeCLEF & CVPR-FGVC

Location-based species presence prediction

Prize: Knowledge

Team: 51

Kind: Research

Metric: F-Score Beta (Micro)

Year: 2024

  • Not Available!

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


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


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


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


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

  • Not Available!

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


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


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


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


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


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


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


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


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


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


591. NFL Big Data Bowl 2024

Help evaluate tackling tactics and strategy

Prize: $100,000

Team: 0

Kind: Analytics

Metric: -

Year: 2024

  • Not Available!

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


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


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


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


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


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

  • Not Available!

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


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


582. Lux AI Season 2 - NeurIPS Stage 2

Terraform Mars!

Prize: Swag

Team: 64

Kind: Featured

Metric: lux_ai_s2

Year: 2023

  • Not Available!

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


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


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


578. LLM Prompting with MakerSuite

Design useful, innovative prompts for LLMs using MakerSuite

Prize: Swag

Team: 0

Kind: Analytics

Metric: -

Year: 2023

  • Not Available!

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


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


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


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


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


572. Playground Series - Season 3, Episode 22

Predict Health Outcomes of Horses

Prize: Swag

Team: 1,541

Kind: Playground

Metric: MicroF1

Year: 2023


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


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


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


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


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


566. Playground Series - Season 3, Episode 19

Forecasting Mini-Course Sales

Prize: Swag

Team: 1,172

Kind: Playground

Metric: SMAPE

Year: 2023


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


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

  • Not Available!

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

  • Not Available!

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


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


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


559. GoDaddy - Microbusiness Density Forecasting

Forecast Next Month’s Microbusiness Density

Prize: $60,000

Team: 3,547

Kind: Featured

Metric: SMAPE

Year: 2023


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


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


556. Image Matching Challenge 2023

Reconstruct 3D scenes from 2D images

Prize: $50,000

Team: 494

Kind: Research

Metric: imc2023

Year: 2023


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


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


553. BirdCLEF 2023

Identify bird calls in soundscapes

Prize: $50,000

Team: 1,189

Kind: Research

Metric: buffered_cmAP

Year: 2023


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

  • Not Available!

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


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


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


548. Lux AI Season 2

Terraform Mars!

Prize: $55,000

Team: 637

Kind: Featured

Metric: lux_ai_s2

Year: 2023


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


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


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


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


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


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


541. Playground Series - Season 3, Episode 10

Binary Classification with a Pulsar Dataset

Prize: Swag

Team: 807

Kind: Playground

Metric: Log Loss

Year: 2023


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


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


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


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


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


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


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


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


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


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


530. Playground Series Season 3, Episode 3

Tabular Classification with an Employee Attrition Dataset

Prize: Swag

Team: 665

Kind: Playground

Metric:

Year: 2023


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


528. Playground Series Season 3, Episode 2

Tabular Classification with a Stroke Prediction Dataset

Prize: Swag

Team: 770

Kind: Playground

Metric:

Year: 2023


527. Playground Series Season 3, Episode 1

Tabular Regression with the California Housing Dataset

Prize: Swag

Team: 689

Kind: Playground

Metric:

Year: 2023


526. NFL Big Data Bowl 2023

Help evaluate linemen on pass plays

Prize: $100,000

Team: 0

Kind: Analytics

Metric:

Year: 2023

  • Not Available!

525. Novozymes Enzyme Stability Prediction

Help identify the thermostable mutations in enzymes

Prize: $25,000

Team: 2,482

Kind: Featured

Metric:

Year: 2023


524. G2Net Detecting Continuous Gravitational Waves

Help us detect long-lasting gravitational-wave signals!

Prize: $25,000

Team: 936

Kind: Research

Metric:

Year: 2023


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

  • Not Available!

522. DFL - Bundesliga Data Shootout

Identify plays based upon video footage

Prize: $25,000

Team: 530

Kind: Featured

Metric:

Year: 2022


521. Scrabble Player Rating

Predict players ratings based on Woogles.io gameplay

Prize: Kudos

Team: 301

Kind: Playground

Metric:

Year: 2022

  • Not Available!

520. Tabular Playground Series - Nov 2022

Practice your ML skills on this approachable dataset!

Prize: Swag

Team: 689

Kind: Playground

Metric:

Year: 2022


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


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


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


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

  • Not Available!

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


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

  • Not Available!

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


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


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


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


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


508. HuBMAP + HPA - Hacking the Human Body

Segment multi-organ functional tissue units

Prize: $60,000

Team: 1,175

Kind: Research

Metric: -

Year: 2022


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


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


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


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


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


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


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


500. Ubiquant Market Prediction

Make predictions against future market data

Prize: $100,000

Team: 2,893

Kind: Featured

Metric: MeanPearson

Year: 2022


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


498. Foursquare - Location Matching

Match point of interest data across datasets

Prize: $25,000

Team: 1,079

Kind: Featured

Metric: Jaccard

Year: 2022


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


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


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


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


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


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


491. Sorghum -100 Cultivar Identification - FGVC 9

Identify crop varietals

Prize: Knowledge

Team: 252

Kind: Research

Metric: Categorization Accuracy

Year: 2022


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


489. BirdCLEF 2022

Identify bird calls in soundscapes

Prize: $10,000

Team: 807

Kind: Research

Metric: Weighted Categorization Accuracy

Year: 2022


488. GeoLifeCLEF 2022 - LifeCLEF 2022 x FGVC9

Location-based species presence prediction

Prize: Knowledge

Team: 52

Kind: Research

Metric: -

Year: 2022


487. H&M Personalized Fashion Recommendations

Provide product recommendations based on previous purchases

Prize: $50,000

Team: 2,952

Kind: Featured

Metric: -

Year: 2022


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


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


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


483. Happywhale - Whale and Dolphin Identification

Identify whales and dolphins by unique characteristics

Prize: $25,000

Team: 1,588

Kind: Research

Metric: -

Year: 2022


482. Kore 2022 - Beta

Collect the maximum amount of Kore against your opponents

Prize: Swag

Team: 58

Kind: Playground

Metric: kore_fleets

Year: 2022


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


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


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


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


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


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


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


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


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


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


470. NFL Big Data Bowl 2022

Help evaluate special teams performance

Prize: $100,000

Team: 0

Kind: Analytics

Metric: -

Year: 2022

  • Not Available!

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


468. Sartorius - Cell Instance Segmentation

Detect single neuronal cells in microscopy images

Prize: $75,000

Team: 1,505

Kind: Featured

Metric: IntersectionOverUnionObjectSegmentation

Year: 2021


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


466. Wikipedia - Image/Caption Matching

Retrieve captions based on images

Prize: Swag

Team: 105

Kind: Playground

Metric: -

Year: 2021

  • Not Available!

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


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

  • Not Available!

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


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


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


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


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


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


457. Google Landmark Recognition 2021

Label famous, and not-so-famous, landmarks in images

Prize: Swag

Team: 383

Kind: Research

Metric: GoogleGlobalAP

Year: 2021


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

  • Not Available!

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


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


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


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


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


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


449. Hungry Geese

Dont. Stop. Eating.

Prize: Prizes

Team: 875

Kind: Playground

Metric: Hungry Geese

Year: 2021


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


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


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


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


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


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


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


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


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


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


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


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


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

  • Not Available!

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


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


433. HuBMAP - Hacking the Kidney

Identify glomeruli in human kidney tissue images

Prize: $60,000

Team: 1,200

Kind: Research

Metric: -

Year: 2021


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


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


430. March Machine Learning Mania 2021 - NCAAM

Predict the 2021 NCAAM Basketball Tournament

Prize: Prizes

Team: 707

Kind: Playground

Metric: Log Loss

Year: 2021


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

  • Not Available!

428. March Machine Learning Mania 2021 - NCAAW

Predict the 2021 NCAAW Basketball Tournament

Prize: Prizes

Team: 451

Kind: Playground

Metric: Log Loss

Year: 2021


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


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


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


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


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


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


421. Rock, Paper, Scissors

Shoot!

Prize: Prizes

Team: 1,663

Kind: Playground

Metric: Rock, Paper, Scissors

Year: 2021


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


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


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

  • Not Available!

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


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


415. NFL Big Data Bowl 2021

Help evaluate defensive performance on passing plays

Prize: $100,000

Team: 0

Kind: Analytics

Metric: -

Year: 2021

  • Not Available!

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


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

  • Not Available!

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


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

  • Not Available!

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


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


408. CDP - Unlocking Climate Solutions

City-Business Collaboration for a Sustainable Future

Prize: $91,000

Team: 0

Kind: Analytics

Metric: -

Year: 2020

  • Not Available!

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


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


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


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


403. OSIC Pulmonary Fibrosis Progression

Predict lung function decline

Prize: $55,000

Team: 2,097

Kind: Featured

Metric: Laplace Log Likelihood

Year: 2020


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


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


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


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


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


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


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


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

  • Not Available!

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

  • Not Available!

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


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


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


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


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


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


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


386. Tweet Sentiment Extraction

Extract support phrases for sentiment labels

Prize: $15,000

Team: 2,227

Kind: Featured

Metric: Jaccard

Year: 2020


385. TREC-COVID Information Retrieval

Build a pandemic document retrieval system

Prize: Kudos

Team: 19

Kind: Research

Metric: -

Year: 2020

  • Not Available!

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

  • Not Available!

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


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


381. iMaterialist (Fashion) 2020 at FGVC7

Fine-grained segmentation task for fashion and apparel

Prize: Knowledge

Team: 56

Kind: Research

Metric: IntersectionOverUnionObjectSegmentationWithF1

Year: 2020


380. iWildCam 2020 - FGVC7

Categorize animals in the wild

Prize: Knowledge

Team: 126

Kind: Research

Metric: Categorization Accuracy

Year: 2020


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


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


377. Flower Classification with TPUs

Use TPUs to classify 104 types of flowers

Prize: -

Team: 848

Kind: Playground

Metric: Macro F-Score

Year: 2020


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


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


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


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


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

  • Not Available!

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

  • Not Available!

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


369. ImageNet Object Localization Challenge

Identify the objects in images

Prize: Knowledge

Team: 75

Kind: Research

Metric: ImageNetObjectLocalization

Year: 2020

  • Not Available!

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

  • Not Available!

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

  • Not Available!

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

  • Not Available!

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


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

  • Not Available!

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

  • Not Available!

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

  • Not Available!

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

  • Not Available!

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

  • Not Available!

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

  • Not Available!

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

  • Not Available!

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

  • Not Available!

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

  • Not Available!

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

  • Not Available!

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

  • Not Available!

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

  • Not Available!

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

  • Not Available!

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

  • Not Available!

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


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


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


231. iNaturalist Challenge at FGVC 2017

Fine-grained classification challenge spanning 5,000 species.

Prize: Knowledge

Team: 50

Kind: Research

Metric: -

Year: 2017


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

  • Not Available!

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


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


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


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


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


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


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


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

  • Not Available!

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


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

  • Not Available!

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


208. Ghouls, Goblins, and Ghosts... Boo!

Can you classify monsters haunting Kaggle?

Prize: Knowledge

Team: 764

Kind: Playground

Metric: Categorization Accuracy

Year: 2016

  • Not Available!

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


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


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

  • Not Available!

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


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


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


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


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


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

  • Not Available!

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


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

  • Not Available!

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

  • Not Available!

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

  • Not Available!

152. Poker Rule Induction

Determine the poker hand of five playing cards

Prize: Knowledge

Team: 209

Kind: Playground

Metric: Categorization Accuracy

Year: 2015

  • Not Available!

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

  • Not Available!

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

  • Not Available!

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

  • Not Available!

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

  • Not Available!

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

  • Not Available!

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

  • Not Available!

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

  • Not Available!

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

  • Not Available!

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

  • Not Available!

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


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


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


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


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

  • Not Available!

93. Personalize Expedia Hotel Searches - ICDM 2013

Learning to rank hotels to maximize purchases

Prize: $25,000

Team: 337

Kind: Featured

Metric: -

Year: 2013

  • Not Available!

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


91. Belkin Energy Disaggregation Competition

Disaggregate household energy consumption into individual appliances

Prize: $25,000

Team: 165

Kind: Featured

Metric: -

Year: 2013

  • Not Available!

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


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


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


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


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

  • Not Available!

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


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

  • Not Available!

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


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


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


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

  • Not Available!

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


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


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


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


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


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

  • Not Available!

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

  • Not Available!

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

  • Not Available!

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

  • Not Available!

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

  • Not Available!

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


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

  • Not Available!

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

  • Not Available!

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

  • Not Available!

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

  • Not Available!

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

  • Not Available!

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


62. Leaping Leaderboard Leapfrogs

Provide creative visualizations of the Kaggle leaderboard

Prize: $900

Team: 0

Kind: Research

Metric: Root Mean Squared Error

Year: 2013

  • Not Available!

61. Prescription Volume Prediction

Predict future prescription volume

Prize: USD

Team: 12

Kind: Masters

Metric: Multi-Column Average Precision at K

Year: 2013

  • Not Available!

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

  • Not Available!

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


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


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


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

  • Not Available!

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

  • Not Available!

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


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

  • Not Available!

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


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

  • Not Available!

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


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

  • Not Available!

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

  • Not Available!

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


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


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

  • Not Available!

44. Practice Fusion Diabetes Classification

Identify patients diagnosed with Type 2 Diabetes

Prize: $10,000

Team: 146

Kind: Research

Metric: Log Loss

Year: 2012


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


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


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


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


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


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

  • Not Available!

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


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


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

  • Not Available!

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

  • Not Available!

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

  • Not Available!

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

  • Not Available!

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

  • Not Available!

30. ICFHR 2012 - Arabic Writer Identification

Identify which writer wrote which documents.

Prize: $1,000

Team: 42

Kind: Research

Metric: Categorization Accuracy

Year: 2012

  • Not Available!

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

  • Not Available!

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

  • Not Available!

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

  • Not Available!

26. Getting Started

Create a forum for New Users

Prize: $10,000

Team: 0

Kind: Featured

Metric: Root Mean Squared Error

Year: 2012

  • Not Available!

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


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

  • Not Available!

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


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


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


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


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


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


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


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


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


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


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


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


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


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


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


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


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


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


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


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


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

  • Not Available!

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

  • Not Available!

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