mle-playbooks / taxonomy.json
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Initial upload: text-normalization-generation playbook (multi-file skill)
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{
"meta": {
"total_competitions": 747,
"total_categories": 15,
"total_subcategories": 82
},
"categories": [
{
"name": "Tabular / Structured Data",
"subcategories": [
{
"id": "binary-classification",
"name": "Binary Classification",
"description": "Classify instances into one of two categories (yes/no, positive/negative, success/failure).",
"competitions": [
{
"slug": "GiveMeSomeCredit",
"title": "Give Me Some Credit"
},
{
"slug": "home-credit-default-risk",
"title": "Home Credit Default Risk"
},
{
"slug": "amex-default-prediction",
"title": "American Express - Default Prediction"
},
{
"slug": "allstate-purchase-prediction-challenge",
"title": "Allstate Purchase Prediction Challenge"
},
{
"slug": "amazon-employee-access-challenge",
"title": "Amazon.com - Employee Access Challenge"
},
{
"slug": "bioresponse",
"title": "Predicting a Biological Response"
},
{
"slug": "bnp-paribas-cardif-claims-management",
"title": "BNP Paribas Cardif Claims Management"
},
{
"slug": "playground-series-s3e2",
"title": "Binary Classification with a Tabular Stroke Prediction Dataset"
},
{
"slug": "playground-series-s3e10",
"title": "Binary Classification with a Tabular Pulsar Dataset"
},
{
"slug": "playground-series-s3e12",
"title": "Binary Classification with a Tabular Kidney Stone Prediction Dataset"
},
{
"slug": "playground-series-s3e17",
"title": "Binary Classification of Machine Failures"
},
{
"slug": "playground-series-s3e23",
"title": "Binary Classification with a Software Defects Dataset"
},
{
"slug": "playground-series-s3e24",
"title": "Binary Prediction of Smoker Status using Bio-Signals"
},
{
"slug": "playground-series-s4e1",
"title": "Binary Classification with a Bank Churn Dataset"
},
{
"slug": "playground-series-s4e7",
"title": "Binary Classification of Insurance Cross Selling"
},
{
"slug": "playground-series-s4e8",
"title": "Binary Prediction of Poisonous Mushrooms"
},
{
"slug": "playground-series-s5e3",
"title": "Binary Prediction with a Rainfall Dataset"
},
{
"slug": "playground-series-s5e8",
"title": "Binary Classification with a Bank Dataset"
},
{
"slug": "IEEE-fraud-detection",
"title": "IEEE-fraud-detection"
},
{
"slug": "avazu-ctr-prediction",
"title": "Click-Through Rate Prediction"
},
{
"slug": "telecom-clients-prediction2",
"title": "\u041f\u0440\u043e\u0433\u043d\u043e\u0437\u0438\u0440\u043e\u0432\u0430\u043d\u0438\u0435 \u043e\u0442\u0442\u043e\u043a\u0430 \u043f\u043e\u043b\u044c\u0437\u043e\u0432\u0430\u0442\u0435\u043b\u0435\u0439"
},
{
"slug": "kkbox-churn-prediction-challenge",
"title": "WSDM - KKBox's Churn Prediction Challenge"
},
{
"slug": "loan-default-prediction",
"title": "Loan Default Prediction - Imperial College London"
},
{
"slug": "porto-seguro-safe-driver-prediction",
"title": "Porto Seguro\u2019s Safe Driver Prediction"
},
{
"slug": "talkingdata-adtracking-fraud-detection",
"title": "TalkingData AdTracking Fraud Detection Challenge"
},
{
"slug": "microsoft-malware-prediction",
"title": "Microsoft Malware Prediction"
},
{
"slug": "allstate-claims-severity",
"title": "Allstate Claims Severity"
},
{
"slug": "homesite-quote-conversion",
"title": "Homesite Quote Conversion"
},
{
"slug": "instant-gratification",
"title": "Instant Gratification"
},
{
"slug": "riiid-test-answer-prediction",
"title": "Riiid Answer Correctness Prediction"
}
]
},
{
"id": "regression-continuous-prediction",
"name": "Regression - Continuous Value Prediction",
"description": "Predict continuous numerical values from structured features (prices, ratings, measurements, costs).",
"competitions": [
{
"slug": "california-house-prices",
"title": "California House Prices"
},
{
"slug": "job-salary-prediction",
"title": "Job Salary Prediction"
},
{
"slug": "sberbank-russian-housing-market",
"title": "Sberbank Russian Housing Market"
},
{
"slug": "zillow-prize-1",
"title": "Zillow Prize: Zillow\u2019s Home Value Prediction (Zestimate)"
},
{
"slug": "mercari-price-suggestion-challenge",
"title": "Mercari Price Suggestion Challenge"
},
{
"slug": "playground-series-s3e1",
"title": "Regression with a Tabular California Housing Dataset"
},
{
"slug": "playground-series-s3e11",
"title": "Regression with a Tabular Media Campaign Cost Dataset"
},
{
"slug": "playground-series-s3e14",
"title": "Regression with a Wild Blueberry Yield Dataset"
},
{
"slug": "playground-series-s3e16",
"title": "Regression with a Crab Age Dataset"
},
{
"slug": "playground-series-s3e25",
"title": "Regression with a Mohs Hardness Dataset"
},
{
"slug": "playground-series-s4e4",
"title": "Regression with an Abalone Dataset"
},
{
"slug": "playground-series-s4e9",
"title": "Regression of Used Car Prices"
},
{
"slug": "playground-series-s4e12",
"title": "Regression with an Insurance Dataset"
},
{
"slug": "playground-series-s5e5",
"title": "Predict Calorie Expenditure"
},
{
"slug": "playground-series-s5e9",
"title": "Predicting the Beats-per-Minute of Songs"
},
{
"slug": "playground-series-s6e1",
"title": "Predicting Student Test Scores"
},
{
"slug": "nmlo-contest-3",
"title": "NMLO Contest 3 - Regression"
},
{
"slug": "tabular-playground-series-apr-2021",
"title": "Tabular Playground Series - Apr 2021"
},
{
"slug": "tabular-playground-series-feb-2021",
"title": "Tabular Playground Series - Feb 2021"
},
{
"slug": "tabular-playground-series-jan-2021",
"title": "Tabular Playground Series - Jan 2021"
},
{
"slug": "machinery-tube-pricing",
"title": "Machinery Tube Pricing"
},
{
"slug": "mds-ppp",
"title": "MDS Property Price Prediction"
},
{
"slug": "airbnblala",
"title": "How much for your Airbnb?"
},
{
"slug": "predict-movie-ratings",
"title": "Predict Movie Ratings"
},
{
"slug": "predict-movie-ratings-v22",
"title": "Predict Movie Ratings"
},
{
"slug": "18011765watermelon-price",
"title": "SejongAI.\ud140\ud504\ub85c\uc81d\ud2b8.[\uc218\ubc15\uac00\uaca9\uc608\uce21].watermelon_price"
},
{
"slug": "white-wine-quality-evalutation",
"title": "Sejong AI.Term Project.[WINE Quality Assessment]"
},
{
"slug": "library-project",
"title": "SejongAI.\ud140\ud504\ub85c\uc81d\ud2b8.\uacf5\uacf5\ub3c4\uc11c\uad00 \uc608\uc0b0 \uc608\uce21\ud558\uae30"
},
{
"slug": "ventilator-pressure-prediction",
"title": "Google Brain - Ventilator Pressure Prediction"
},
{
"slug": "liberty-mutual-fire-peril",
"title": "Liberty Mutual Group - Fire Peril Loss Cost"
}
]
},
{
"id": "niche-specialized",
"name": "Niche & Specialized Predictions",
"description": "Domain-specific competitions with unique task structures.",
"competitions": [
{
"slug": "parkinglot",
"title": "Parking lot"
},
{
"slug": "msuvisits",
"title": "\u041f\u0440\u043e\u0433\u043d\u043e\u0437 \u0432\u0438\u0437\u0438\u0442\u043e\u0432 (\u041c\u041c\u041f, \u0412\u041c\u041a, \u041c\u0413\u0423)"
},
{
"slug": "pzadbabki",
"title": "\u041f\u0440\u0435\u0434\u0441\u043a\u0430\u0437\u0430\u043d\u0438\u0435 \u0437\u0430\u0442\u0440\u0430\u0442"
},
{
"slug": "qualityeducation",
"title": "ML Olympiad - QUALITY EDUCATION"
},
{
"slug": "nytfug",
"title": "ML Olympiad - NYTFUG"
},
{
"slug": "unimelb",
"title": "Predict Grant Applications"
},
{
"slug": "can-we-predict-voting-outcomes",
"title": "Can we predict voting outcomes?"
},
{
"slug": "us-census-challenge",
"title": "U.S. Census Return Rate Challenge"
},
{
"slug": "cir-prospect",
"title": "Follow the Money: Investigative Reporting Prospect"
},
{
"slug": "harvard-business-review-vision-statement-prospect",
"title": "Harvard Business Review 'Vision Statement' Prospect"
},
{
"slug": "DATACUP-ROUND2",
"title": "DATACUP"
},
{
"slug": "yelp-recruiting",
"title": "Yelp Recruiting Competition"
},
{
"slug": "beyond-analysis",
"title": "Beyond Analysis"
},
{
"slug": "introducing-kaggle-scripts",
"title": "Introducing Kaggle Scripts"
},
{
"slug": "random-number-grand-challenge",
"title": "The Random Number Grand Challenge"
},
{
"slug": "model-t4",
"title": "Burn CPU Burn"
},
{
"slug": "mf-accelerator",
"title": "MegaFon Accelerator"
},
{
"slug": "emc-data-science",
"title": "EMC Israel Data Science Challenge"
},
{
"slug": "nmlo-contest-1",
"title": "NMLO Contest 1 - Decision Trees/Random Forests"
},
{
"slug": "pakdd-cup-2014",
"title": "PAKDD 2014 - ASUS Malfunctional Components Prediction"
},
{
"slug": "telstra-recruiting-network",
"title": "Telstra Network Disruptions"
},
{
"slug": "predicting-red-hat-business-value",
"title": "Predicting Red Hat Business Value"
},
{
"slug": "products-10k",
"title": "Products-10K"
},
{
"slug": "promoter-site-prediction",
"title": "Promoter site prediction"
},
{
"slug": "vsb-power-line-fault-detection",
"title": "VSB Power Line Fault Detection"
}
]
},
{
"id": "playground-series-mixed",
"name": "Tabular Playground Series - Mixed Tasks",
"description": "Educational benchmark competitions with diverse regression and classification tasks.",
"competitions": [
{
"slug": "tabular-playground-series-apr-2021",
"title": "Tabular Playground Series - Apr 2021"
},
{
"slug": "tabular-playground-series-apr-2022",
"title": "Tabular Playground Series - Apr 2022"
},
{
"slug": "tabular-playground-series-aug-2021",
"title": "Tabular Playground Series - Aug 2021"
},
{
"slug": "tabular-playground-series-aug-2022",
"title": "Tabular Playground Series - Aug 2022"
},
{
"slug": "tabular-playground-series-dec-2021",
"title": "Tabular Playground Series - Dec 2021"
},
{
"slug": "tabular-playground-series-feb-2021",
"title": "Tabular Playground Series - Feb 2021"
},
{
"slug": "tabular-playground-series-feb-2022",
"title": "Tabular Playground Series - Feb 2022"
},
{
"slug": "tabular-playground-series-jan-2021",
"title": "Tabular Playground Series - Jan 2021"
},
{
"slug": "tabular-playground-series-jan-2022",
"title": "Tabular Playground Series - Jan 2022"
},
{
"slug": "tabular-playground-series-jul-2021",
"title": "Tabular Playground Series - Jul 2021"
},
{
"slug": "tabular-playground-series-jul-2022",
"title": "Tabular Playground Series - Jul 2022"
},
{
"slug": "tabular-playground-series-jun-2021",
"title": "Tabular Playground Series - Jun 2021"
},
{
"slug": "tabular-playground-series-jun-2022",
"title": "Tabular Playground Series - Jun 2022"
},
{
"slug": "tabular-playground-series-mar-2021",
"title": "Tabular Playground Series - Mar 2021"
},
{
"slug": "tabular-playground-series-mar-2022",
"title": "Tabular Playground Series - Mar 2022"
},
{
"slug": "tabular-playground-series-may-2021",
"title": "Tabular Playground Series - May 2021"
},
{
"slug": "tabular-playground-series-may-2022",
"title": "Tabular Playground Series - May 2022"
},
{
"slug": "tabular-playground-series-nov-2021",
"title": "Tabular Playground Series - Nov 2021"
},
{
"slug": "tabular-playground-series-nov-2022",
"title": "Tabular Playground Series - Nov 2022"
},
{
"slug": "tabular-playground-series-oct-2021",
"title": "Tabular Playground Series - Oct 2021"
},
{
"slug": "tabular-playground-series-oct-2022",
"title": "Tabular Playground Series - Oct 2022"
},
{
"slug": "tabular-playground-series-sep-2021",
"title": "Tabular Playground Series - Sep 2021"
},
{
"slug": "tabular-playground-series-sep-2022",
"title": "Tabular Playground Series - Sep 2022"
}
]
},
{
"id": "multi-class-classification",
"name": "Multi-Class Classification",
"description": "Classify instances into one of three or more discrete categories.",
"competitions": [
{
"slug": "sf-crime",
"title": "San Francisco Crime Classification"
},
{
"slug": "ghouls-goblins-and-ghosts-boo",
"title": "Ghouls, Goblins, and Ghosts... Boo!"
},
{
"slug": "otto-group-product-classification-challenge",
"title": "Otto Group Product Classification Challenge"
},
{
"slug": "shelter-animal-outcomes",
"title": "Shelter Animal Outcomes"
},
{
"slug": "kobe-bryant-shot-selection",
"title": "Kobe Bryant Shot Selection"
},
{
"slug": "forest-cover-type-prediction",
"title": "Forest Cover Type Prediction"
},
{
"slug": "forest-cover-type-kernels-only",
"title": "Forest Cover Type (Kernels Only)"
},
{
"slug": "playground-series-s4e2",
"title": "Multi-Class Prediction of Obesity Risk"
},
{
"slug": "playground-series-s4e6",
"title": "Classification with an Academic Success Dataset"
},
{
"slug": "playground-series-s3e13",
"title": "Classification with a Tabular Vector Borne Disease Dataset"
},
{
"slug": "playground-series-s3e26",
"title": "Multi-Class Prediction of Cirrhosis Outcomes"
},
{
"slug": "walmart-recruiting-trip-type-classification",
"title": "Walmart Recruiting: Trip Type Classification"
},
{
"slug": "cat-in-the-dat",
"title": "Categorical Feature Encoding Challenge"
},
{
"slug": "cat-in-the-dat-ii",
"title": "Categorical Feature Encoding Challenge II"
},
{
"slug": "machine-learning-on-adult-dataset-clone",
"title": "Machine Learning on Adult Dataset"
},
{
"slug": "data-science-london-scikit-learn",
"title": "Data Science London + Scikit-learn"
},
{
"slug": "city-commercialchange-analysis",
"title": "\uc790\uce58\uad6c\ubcc4 \uc0c1\uad8c\ubcc0\ud654 \ubd84\ub958"
},
{
"slug": "2020aidiscomfort",
"title": "SejongAI.\ud140\ud504\ub85c\uc81d\ud2b8.[\uae30\uc0c1\uc0c1\ud0dc\uc5d0 \ub530\ub978 \ubd88\ucf8c\uc9c0\uc218 \ubd84\ub958]"
},
{
"slug": "defense-project",
"title": "\uc601\uc0c1\ubb3c \uc2dc\uccad\uc2dc \ub1cc\ud30c\uc5d0 \ub300\ud55c \uac10\uc815\ubd84\ub958"
},
{
"slug": "ai-project-foodpoisoning",
"title": "SejongAI.\ud140\ud504\ub85c\uc81d\ud2b8.[\ud654\uc591\ub3d9 \uc2dd\uc911\ub3c5 \uc9c0\uc218 \uc608\uce21]"
},
{
"slug": "sejongaiclasspredicteq",
"title": "sejong ai class predict earthquake"
}
]
},
{
"id": "sports-march-madness",
"name": "Sports Prediction - March Madness Brackets",
"description": "Predict NCAA basketball tournament outcomes and bracket progression.",
"competitions": [
{
"slug": "march-machine-learning-mania-2014",
"title": "March Machine Learning Mania"
},
{
"slug": "march-machine-learning-mania-2015",
"title": "March Machine Learning Mania 2015"
},
{
"slug": "march-machine-learning-mania-2016",
"title": "March Machine Learning Mania 2016"
},
{
"slug": "march-machine-learning-mania-2017",
"title": "March Machine Learning Mania 2017"
},
{
"slug": "march-machine-learning-mania-2023",
"title": "March Machine Learning Mania 2023"
},
{
"slug": "march-machine-learning-mania-2024",
"title": "March Machine Learning Mania 2024"
},
{
"slug": "march-machine-learning-mania-2025",
"title": "March Machine Learning Mania 2025"
},
{
"slug": "ncaam-march-mania-2021",
"title": "March Machine Learning Mania 2021 - NCAAM"
},
{
"slug": "ncaaw-march-mania-2021",
"title": "March Machine Learning Mania 2021 - NCAAW"
},
{
"slug": "ncaaw-march-mania-2021-spread",
"title": "March Machine Learning Mania 2021 - NCAAW - Spread"
},
{
"slug": "mens-machine-learning-competition-2018",
"title": "Google Cloud & NCAA\u00ae ML Competition 2018-Men's"
},
{
"slug": "mens-machine-learning-competition-2019",
"title": "Google Cloud & NCAA\u00ae ML Competition 2019-Men's"
},
{
"slug": "womens-machine-learning-competition-2018",
"title": "Google Cloud & NCAA\u00ae ML Competition 2018-Women's"
},
{
"slug": "womens-machine-learning-competition-2019",
"title": "Google Cloud & NCAA\u00ae ML Competition 2019-Women's"
},
{
"slug": "mens-march-mania-2022",
"title": "March Machine Learning Mania 2022 - Men\u2019s"
},
{
"slug": "womens-march-mania-2022",
"title": "March Machine Learning Mania 2022 - Women's"
},
{
"slug": "google-cloud-ncaa-march-madness-2020-division-1-mens-tournament",
"title": "Google Cloud & NCAA\u00ae ML Competition 2020-NCAAM"
},
{
"slug": "google-cloud-ncaa-march-madness-2020-division-1-womens-tournament",
"title": "Google Cloud & NCAA\u00ae ML Competition 2020-NCAAW"
}
]
},
{
"id": "hackathon-term-projects",
"name": "Hackathons & Term Projects",
"description": "Educational competitions and hackathons with diverse predictive tasks.",
"competitions": [
{
"slug": "2019-1st-ml-month-with-kakr",
"title": "2019 1st ML month with KaKR"
},
{
"slug": "2019-3rd-ml-month-with-kakr",
"title": "2019 3rd ML month with KaKR"
},
{
"slug": "2019-ml-finalproject",
"title": "2019.Fall.PatternRecognition"
},
{
"slug": "2020-ai-termproject",
"title": "2020-AI-TermProject"
},
{
"slug": "MusicHackathon",
"title": "EMI Music Data Science Hackathon - July 21st - 24 hours"
},
{
"slug": "kaggledatafest",
"title": "Kaggle Datafest Hackathon"
},
{
"slug": "evohackaton",
"title": "INT20H Hackathon"
},
{
"slug": "techuklon-int20h",
"title": "INT20H 2022 Hackathon"
},
{
"slug": "applications-of-deep-learningwustl-spring-2019",
"title": "Applications of Deep Learning(WUSTL, Spring 2019)"
},
{
"slug": "wustl-t81-558-washu-deep-learning-fall-2018",
"title": "Applications of Deep Learning(WUSTL, Fall 2018)"
},
{
"slug": "bgurcourse2019",
"title": "BGU-Rcourse"
},
{
"slug": "ml2021spring-hw1",
"title": "ML2021Spring-hw1"
},
{
"slug": "sugiura-lab-first-competition",
"title": "lab-training1"
},
{
"slug": "xiantao001",
"title": "\u4ed9\u6843\u6570\u636e\u5b66\u9662\u57f9\u8bad\u6bd4\u8d5b001"
}
]
},
{
"id": "churn-retention-prediction",
"name": "Churn & Retention Prediction",
"description": "Predict customer churn, retention, or attrition in telecom, banking, or subscription services.",
"competitions": [
{
"slug": "kkbox-churn-prediction-challenge",
"title": "WSDM - KKBox's Churn Prediction Challenge"
},
{
"slug": "telecom-clients-prediction2",
"title": "\u041f\u0440\u043e\u0433\u043d\u043e\u0437\u0438\u0440\u043e\u0432\u0430\u043d\u0438\u0435 \u043e\u0442\u0442\u043e\u043a\u0430 \u043f\u043e\u043b\u044c\u0437\u043e\u0432\u0430\u0442\u0435\u043b\u0435\u0439"
},
{
"slug": "retencin-en-telefona-mvil-2022-01",
"title": "Retenci\u00f3n en telefon\u00eda m\u00f3vil 2022-01"
},
{
"slug": "springleaf-marketing-response",
"title": "Springleaf Marketing Response"
},
{
"slug": "santander-customer-satisfaction",
"title": "Santander Customer Satisfaction"
},
{
"slug": "dunnhumbychallenge",
"title": "dunnhumby's Shopper Challenge"
},
{
"slug": "acquire-valued-shoppers-challenge",
"title": "Acquire Valued Shoppers Challenge"
},
{
"slug": "predicting-cab-booking-cancellations",
"title": "Predicting cab booking cancellations"
},
{
"slug": "two-sigma-connect-rental-listing-inquiries",
"title": "Two Sigma Connect: Rental Listing Inquiries"
}
]
},
{
"id": "datathon-competitions",
"name": "Datathons & Special Events",
"description": "Comprehensive data science competitions hosted by organizations.",
"competitions": [
{
"slug": "dsm2017",
"title": "Melbourne Datathon 2017"
},
{
"slug": "melbourne-datathon-2016",
"title": "Melbourne Datathon 2016"
},
{
"slug": "WiDS Datathon 2019",
"title": "WiDS Datathon 2019"
},
{
"slug": "widsdatathon2020",
"title": "WiDS Datathon 2020"
},
{
"slug": "widsdatathon2021",
"title": "WiDS Datathon 2021"
},
{
"slug": "widsdatathon2024-challenge1",
"title": "WiDS Datathon 2024 Challenge #1"
},
{
"slug": "MusicHackathon",
"title": "EMI Music Data Science Hackathon - July 21st - 24 hours"
},
{
"slug": "banco-galicia-dataton-2019",
"title": "Dataton - Banco Galicia - 2019"
},
{
"slug": "kaggledatafest",
"title": "Kaggle Datafest Hackathon"
}
]
},
{
"id": "health-medical-prediction",
"name": "Health & Medical Prediction",
"description": "Predict health outcomes, disease risk, patient conditions, or medical events.",
"competitions": [
{
"slug": "playground-series-s3e2",
"title": "Binary Classification with a Tabular Stroke Prediction Dataset"
},
{
"slug": "playground-series-s3e10",
"title": "Binary Classification with a Tabular Pulsar Dataset"
},
{
"slug": "playground-series-s3e12",
"title": "Binary Classification with a Tabular Kidney Stone Prediction Dataset"
},
{
"slug": "playground-series-s3e13",
"title": "Classification with a Tabular Vector Borne Disease Dataset"
},
{
"slug": "playground-series-s3e22",
"title": "Predict Health Outcomes of Horses"
},
{
"slug": "playground-series-s4e11",
"title": "Exploring Mental Health Data"
},
{
"slug": "predict-west-nile-virus",
"title": "West Nile Virus Prediction"
},
{
"slug": "predict-student-performance-from-game-play",
"title": "Predict Student Performance from Game Play"
},
{
"slug": "reducing-commercial-aviation-fatalities",
"title": "Reducing Commercial Aviation Fatalities"
}
]
},
{
"id": "market-retail-commerce",
"name": "Market, Retail & E-Commerce",
"description": "Predict retail sales, market trends, e-commerce metrics, or consumer behavior.",
"competitions": [
{
"slug": "online-sales",
"title": "Online Product Sales"
},
{
"slug": "basket-analysis",
"title": "Market Basket Analysis"
},
{
"slug": "dunnhumbychallenge",
"title": "dunnhumby's Shopper Challenge"
},
{
"slug": "acquire-valued-shoppers-challenge",
"title": "Acquire Valued Shoppers Challenge"
},
{
"slug": "walmart-recruiting-trip-type-classification",
"title": "Walmart Recruiting: Trip Type Classification"
},
{
"slug": "otto-group-product-classification-challenge",
"title": "Otto Group Product Classification Challenge"
},
{
"slug": "mercari-price-suggestion-challenge",
"title": "Mercari Price Suggestion Challenge"
},
{
"slug": "dato-native",
"title": "Truly Native?"
}
]
},
{
"id": "rating-ranking-prediction",
"name": "Rating & Ranking Prediction",
"description": "Predict player ratings, rankings, Elo scores, or performance metrics.",
"competitions": [
{
"slug": "chess",
"title": "Chess ratings - Elo versus the Rest of the World"
},
{
"slug": "ChessRatings2",
"title": "Deloitte/FIDE Chess Rating Challenge"
},
{
"slug": "finding-elo",
"title": "Finding Elo"
},
{
"slug": "scrabble-player-rating",
"title": "Scrabble Player Rating"
},
{
"slug": "18011854kbopredicton",
"title": "KBO \ud0c0\uc790\uc758 \ub2e4\uc74c\uc2dc\uc98c \ud0c0\uc11d\uc218 \uc608\uce21"
},
{
"slug": "lol-prediction",
"title": "League of Legends Winner Prediction"
},
{
"slug": "kobe-bryant-shot-selection",
"title": "Kobe Bryant Shot Selection"
},
{
"slug": "horse-win-rate",
"title": "SejongAI.\ud140\ud504\ub85c\uc81d\ud2b8.[Horse Win-Rate]"
}
]
},
{
"id": "agriculture-environmental",
"name": "Agriculture & Environmental Data",
"description": "Predict agricultural yields, soil properties, or environmental conditions.",
"competitions": [
{
"slug": "afsis-soil-properties",
"title": "Africa Soil Property Prediction Challenge"
},
{
"slug": "2020soil",
"title": "2020ai_soil"
},
{
"slug": "copper-analysis",
"title": "TUT Copper Analysis Challenge"
},
{
"slug": "playground-series-s3e14",
"title": "Regression with a Wild Blueberry Yield Dataset"
},
{
"slug": "playground-series-s4e5",
"title": "Regression with a Flood Prediction Dataset"
},
{
"slug": "playground-series-s5e3",
"title": "Binary Prediction with a Rainfall Dataset"
},
{
"slug": "predict-west-nile-virus",
"title": "West Nile Virus Prediction"
}
]
},
{
"id": "bioscience-molecular",
"name": "Bioscience & Molecular Data",
"description": "Predict biological responses, protein functions, or molecular activity.",
"competitions": [
{
"slug": "MerckActivity",
"title": "Merck Molecular Activity Challenge"
},
{
"slug": "bioresponse",
"title": "Predicting a Biological Response"
},
{
"slug": "cafa-5-protein-function-prediction",
"title": "CAFA 5 Protein Function Prediction"
},
{
"slug": "cmi-detect-behavior-with-sensor-data",
"title": "CMI - Detect Behavior with Sensor Data"
},
{
"slug": "accelerometer-biometric-competition",
"title": "Accelerometer Biometric Competition"
},
{
"slug": "dig-4-bio-raman-transfer-learning-challenge",
"title": "Dig4Bio Raman Transfer Learning Challenge"
},
{
"slug": "compomics2018",
"title": "D012554 (2017-2018)"
}
]
},
{
"id": "feature-engineering-challenge",
"name": "Feature Engineering & Representation Learning",
"description": "Focus on discovering, creating, or learning feature representations.",
"competitions": [
{
"slug": "SemiSupervisedFeatureLearning",
"title": "Semi-Supervised Feature Learning"
},
{
"slug": "challenges-in-representation-learning-the-black-box-learning-challenge",
"title": "Challenges in Representation Learning: The Black Box Learning Challenge"
},
{
"slug": "playground-series-s3e15",
"title": "Feature Imputation with a Heat Flux Dataset"
},
{
"slug": "playground-series-s3e21",
"title": "Improve a Fixed Model the Data-Centric Way!"
},
{
"slug": "dont-overfit-ii",
"title": "Don't Overfit! II"
},
{
"slug": "overfitting",
"title": "Don't Overfit!"
},
{
"slug": "instant-gratification",
"title": "Instant Gratification"
}
]
},
{
"id": "financial-credit-risk",
"name": "Financial & Credit Risk Assessment",
"description": "Assess credit risk, loan default probability, and financial institution risk metrics.",
"competitions": [
{
"slug": "GiveMeSomeCredit",
"title": "Give Me Some Credit"
},
{
"slug": "home-credit-default-risk",
"title": "Home Credit Default Risk"
},
{
"slug": "amex-default-prediction",
"title": "American Express - Default Prediction"
},
{
"slug": "loan-default-prediction",
"title": "Loan Default Prediction - Imperial College London"
},
{
"slug": "prudential-life-insurance-assessment",
"title": "Prudential Life Insurance Assessment"
},
{
"slug": "actuarial-loss-estimation",
"title": "Actuarial loss prediction"
},
{
"slug": "2020-11-20",
"title": "Financial Engineering Competition (3/3)"
}
]
},
{
"id": "fraud-anomaly-detection",
"name": "Fraud & Anomaly Detection",
"description": "Detect fraudulent transactions, intrusions, anomalies, or unusual patterns in data.",
"competitions": [
{
"slug": "IEEE-fraud-detection",
"title": "IEEE-fraud-detection"
},
{
"slug": "talkingdata-adtracking-fraud-detection",
"title": "TalkingData AdTracking Fraud Detection Challenge"
},
{
"slug": "catch-me-if-you-can-intruder-detection-through-webpage-session-tracking2",
"title": "Catch Me If You Can (\"Alice\")"
},
{
"slug": "energy-anomaly-detection",
"title": "Large-scale Energy Anomaly Detection (LEAD)"
},
{
"slug": "joke-rating-predicition",
"title": "Anomaly Detection Challenge: Predict the jokes' rating! (fixed)"
},
{
"slug": "online-sales",
"title": "Online Product Sales"
},
{
"slug": "liverpool-ion-switching",
"title": "University of Liverpool - Ion Switching"
}
]
},
{
"id": "recommendation-engagement",
"name": "Recommendation & User Engagement",
"description": "Predict user engagement, recommendations, or content interaction metrics.",
"competitions": [
{
"slug": "two-sigma-connect-rental-listing-inquiries",
"title": "Two Sigma Connect: Rental Listing Inquiries"
},
{
"slug": "avito-demand-prediction",
"title": "Avito Demand Prediction Challenge"
},
{
"slug": "avito-context-ad-clicks",
"title": "Avito Context Ad Clicks"
},
{
"slug": "criteo-display-ad-challenge",
"title": "Display Advertising Challenge"
},
{
"slug": "kaggle-pog-series-s01e01",
"title": "Predict Youtube Video Likes (Pog Series #1)"
},
{
"slug": "petfinder-adoption-prediction",
"title": "PetFinder.my Adoption Prediction"
},
{
"slug": "petfinder-pawpularity-score",
"title": "PetFinder.my - Pawpularity Contest"
}
]
},
{
"id": "competitive-gameplay",
"name": "Game & Sports Performance",
"description": "Predict game outcomes, player performance, or competitive results.",
"competitions": [
{
"slug": "lol-prediction",
"title": "League of Legends Winner Prediction"
},
{
"slug": "poker-rule-induction",
"title": "Poker Rule Induction"
},
{
"slug": "kobe-bryant-shot-selection",
"title": "Kobe Bryant Shot Selection"
},
{
"slug": "pubg-finish-placement-prediction",
"title": "PUBG Finish Placement Prediction (Kernels Only)"
},
{
"slug": "horse-win-rate",
"title": "SejongAI.\ud140\ud504\ub85c\uc81d\ud2b8.[Horse Win-Rate]"
},
{
"slug": "18011854kbopredicton",
"title": "KBO \ud0c0\uc790\uc758 \ub2e4\uc74c\uc2dc\uc98c \ud0c0\uc11d\uc218 \uc608\uce21"
}
]
},
{
"id": "insurance-claims-assessment",
"name": "Insurance Claims & Assessment",
"description": "Predict insurance claims, severity, or customer assessment outcomes.",
"competitions": [
{
"slug": "allstate-claims-severity",
"title": "Allstate Claims Severity"
},
{
"slug": "bnp-paribas-cardif-claims-management",
"title": "BNP Paribas Cardif Claims Management"
},
{
"slug": "liberty-mutual-fire-peril",
"title": "Liberty Mutual Group - Fire Peril Loss Cost"
},
{
"slug": "prudential-life-insurance-assessment",
"title": "Prudential Life Insurance Assessment"
},
{
"slug": "mercedes-benz-greener-manufacturing",
"title": "Mercedes-Benz Greener Manufacturing"
},
{
"slug": "bosch-production-line-performance",
"title": "Bosch Production Line Performance"
}
]
},
{
"id": "real-estate-property",
"name": "Real Estate & Property Prediction",
"description": "Predict property prices, values, or insurance assessments for real estate.",
"competitions": [
{
"slug": "sberbank-russian-housing-market",
"title": "Sberbank Russian Housing Market"
},
{
"slug": "zillow-prize-1",
"title": "Zillow Prize: Zillow\u2019s Home Value Prediction (Zestimate)"
},
{
"slug": "california-house-prices",
"title": "California House Prices"
},
{
"slug": "mds-ppp",
"title": "MDS Property Price Prediction"
},
{
"slug": "liberty-mutual-group-property-inspection-prediction",
"title": "Liberty Mutual Group: Property Inspection Prediction"
},
{
"slug": "homesite-quote-conversion",
"title": "Homesite Quote Conversion"
}
]
},
{
"id": "time-series-sequence",
"name": "Time Series & Sequential Prediction",
"description": "Predict future values in time-dependent sequences.",
"competitions": [
{
"slug": "jane-street-market-prediction",
"title": "Jane Street Market Prediction"
},
{
"slug": "two-sigma-financial-modeling",
"title": "Two Sigma Financial Modeling Challenge"
},
{
"slug": "ga-customer-revenue-prediction",
"title": "Google Analytics Customer Revenue Prediction"
},
{
"slug": "santander-customer-transaction-prediction",
"title": "Santander Customer Transaction Prediction"
},
{
"slug": "riiid-test-answer-prediction",
"title": "Riiid Answer Correctness Prediction"
},
{
"slug": "ventilator-pressure-prediction",
"title": "Google Brain - Ventilator Pressure Prediction"
}
]
},
{
"id": "traffic-transportation",
"name": "Traffic, Transportation & Logistics",
"description": "Predict traffic patterns, transportation demand, logistics costs, or route metrics.",
"competitions": [
{
"slug": "axa-driver-telematics-analysis",
"title": "Driver Telematics Analysis"
},
{
"slug": "pubg-finish-placement-prediction",
"title": "PUBG Finish Placement Prediction (Kernels Only)"
},
{
"slug": "playground-series-s5e10",
"title": "Predicting Road Accident Risk"
},
{
"slug": "see-click-predict-fix",
"title": "See Click Predict Fix"
},
{
"slug": "two-sigma-connect-rental-listing-inquiries",
"title": "Two Sigma Connect: Rental Listing Inquiries"
}
]
},
{
"id": "categorical-encoding",
"name": "Categorical Feature Encoding",
"description": "Master encoding high-cardinality categorical features.",
"competitions": [
{
"slug": "cat-in-the-dat",
"title": "Categorical Feature Encoding Challenge"
},
{
"slug": "cat-in-the-dat-ii",
"title": "Categorical Feature Encoding Challenge II"
},
{
"slug": "WhatDoYouKnow",
"title": "What Do You Know?"
}
]
},
{
"id": "multimodal-multilabel",
"name": "Multi-Label & Multimodal Learning",
"description": "Handle multiple target labels or combine different data modalities.",
"competitions": [
{
"slug": "playground-series-s3e18",
"title": "Explore Multi-Label Classification with an Enzyme Substrate Dataset"
},
{
"slug": "open-problems-multimodal",
"title": "Open Problems - Multimodal Single-Cell Integration"
},
{
"slug": "cafa-5-protein-function-prediction",
"title": "CAFA 5 Protein Function Prediction"
}
]
}
]
},
{
"name": "Computer Vision",
"subcategories": [
{
"id": "fine-grained-visual-categorization",
"name": "Fine-Grained Visual Categorization (FGVC)",
"description": "Fine-grained classification of species, plants, animals, products, and artifacts requiring discrimination of subtle visual differences.",
"competitions": [
{
"slug": "iNaturalist-2019-fgvc6",
"title": "iNaturalist-2019-fgvc6"
},
{
"slug": "iNaturalist-challenge-at-fgvc-2017",
"title": "iNaturalist-challenge-at-fgvc-2017"
},
{
"slug": "inaturalist-2019-fgvc6",
"title": "iNaturalist 2019 at FGVC6"
},
{
"slug": "herbarium-2020-fgvc7",
"title": "Herbarium 2020 - FGVC7"
},
{
"slug": "herbarium-2021-fgvc8",
"title": "Herbarium 2021 - Half-Earth Challenge - FGVC8"
},
{
"slug": "herbarium-2022-fgvc9",
"title": "Herbarium 2022 - FGVC9"
},
{
"slug": "plant-pathology-2020-fgvc7",
"title": "Plant Pathology 2020 - FGVC7"
},
{
"slug": "plant-pathology-2021-fgvc8",
"title": "Plant Pathology 2021 - FGVC8"
},
{
"slug": "snakeclef2022",
"title": "SnakeCLEF 2022"
},
{
"slug": "sorghum-id-fgvc-9",
"title": "Sorghum -100 Cultivar Identification - FGVC 9"
},
{
"slug": "planttraits2024",
"title": "PlantTraits2024 - FGVC11"
},
{
"slug": "imaterialist-challenge-fashion-2018",
"title": "iMaterialist Challenge (Fashion) at FGVC5"
},
{
"slug": "imaterialist-challenge-furniture-2018",
"title": "iMaterialist Challenge (Furniture) at FGVC5"
},
{
"slug": "imaterialist-fashion-2019-FGVC6",
"title": "iMaterialist (Fashion) 2019 at FGVC6"
},
{
"slug": "imaterialist-fashion-2020-fgvc7",
"title": "iMaterialist (Fashion) 2020 at FGVC7"
},
{
"slug": "imaterialist-product-2019",
"title": "iMaterialist Challenge on Product Recognition"
},
{
"slug": "imet-2019-fgvc6",
"title": "iMet Collection 2019 - FGVC6"
},
{
"slug": "idesigner",
"title": "iDesigner - FGVCx 2019 - Hearst Magazine Media"
},
{
"slug": "ifood2018",
"title": "iFood 2018 Challenge"
},
{
"slug": "hotel-id-2021-fgvc8",
"title": "Hotel-ID to Combat Human Trafficking 2021 - FGVC8"
},
{
"slug": "hotel-id-to-combat-human-trafficking-2022-fgvc9",
"title": "Hotel-ID to Combat Human Trafficking 2022 - FGVC9"
}
]
},
{
"id": "general-image-classification",
"name": "General Image Classification",
"description": "Basic image classification tasks involving object recognition, scene understanding, and multi-class categorization in diverse domains.",
"competitions": [
{
"slug": "cifar-10",
"title": "CIFAR-10 - Object Recognition in Images"
},
{
"slug": "dog-breed-identification",
"title": "Dog Breed Identification"
},
{
"slug": "dog-vs-cat-classification",
"title": "Dog vs Cat classification"
},
{
"slug": "dogs-vs-cats",
"title": "Dogs vs. Cats"
},
{
"slug": "dogs-vs-cats-redux-kernels-edition",
"title": "Dogs vs. Cats Redux: Kernels Edition"
},
{
"slug": "flower-classification-with-tpus",
"title": "Flower Classification with TPUs"
},
{
"slug": "cassava-disease",
"title": "Cassava Disease Classification"
},
{
"slug": "cassava-leaf-disease-classification",
"title": "Cassava Leaf Disease Classification"
},
{
"slug": "classify-leaves",
"title": "Classify Leaves"
},
{
"slug": "plant-seedlings-classification",
"title": "Plant Seedlings Classification"
},
{
"slug": "paddy-disease-classification",
"title": "Paddy Doctor: Paddy Disease Classification"
},
{
"slug": "Kannada-MNIST",
"title": "Kannada MNIST"
},
{
"slug": "2019-fall-pr-project",
"title": "2019-PR-Midterm-ImageClassification"
},
{
"slug": "2019-PR-Midterm-ImageClassification",
"title": "2019-PR-Midterm-ImageClassification"
},
{
"slug": "ultra-mnist",
"title": "UltraMNIST Classification Challenge"
},
{
"slug": "star-classifier",
"title": "Star classifier"
},
{
"slug": "yelp-restaurant-photo-classification",
"title": "Yelp Restaurant Photo Classification"
}
]
},
{
"id": "classification-challenges-general",
"name": "General Classification & Segmentation Challenges",
"description": "Multi-domain image classification, segmentation, and recognition challenges.",
"competitions": [
{
"slug": "cdiscount-image-classification-challenge",
"title": "Cdiscount\u2019s Image Classification Challenge"
},
{
"slug": "imagenet-object-localization-challenge",
"title": "ImageNet Object Localization Challenge"
},
{
"slug": "data-science-bowl-2017",
"title": "Data Science Bowl 2017"
},
{
"slug": "data-science-bowl-2018",
"title": "2018 Data Science Bowl"
},
{
"slug": "data-science-bowl-2019",
"title": "2019 Data Science Bowl"
},
{
"slug": "datasciencebowl",
"title": "National Data Science Bowl"
},
{
"slug": "second-annual-data-science-bowl",
"title": "Second Annual Data Science Bowl"
},
{
"slug": "google-ai-open-images-visual-relationship-track",
"title": "Google AI Open Images - Visual Relationship Track"
},
{
"slug": "open-images-2019-visual-relationship",
"title": "Open Images 2019 - Visual Relationship"
},
{
"slug": "leaf-classification",
"title": "Leaf Classification"
},
{
"slug": "multilabel-bird-species-classification-nips2013",
"title": "Multi-label Bird Species Classification - NIPS 2013"
},
{
"slug": "semi-inat-2020",
"title": "Semi-Supervised Recognition Challenge - FGVC7"
},
{
"slug": "generative-dog-images",
"title": "Generative Dog Images"
},
{
"slug": "street-view-getting-started-with-julia",
"title": "First Steps With Julia"
}
]
},
{
"id": "landmark-recognition-retrieval",
"name": "Landmark Recognition & Retrieval",
"description": "Landmark detection, recognition, and retrieval from images using visual matching.",
"competitions": [
{
"slug": "landmark-recognition-2019",
"title": "Google Landmark Recognition 2019"
},
{
"slug": "landmark-recognition-2020",
"title": "Google Landmark Recognition 2020"
},
{
"slug": "landmark-recognition-2021",
"title": "Google Landmark Recognition 2021"
},
{
"slug": "landmark-recognition-challenge",
"title": "Google Landmark Recognition Challenge"
},
{
"slug": "landmark-retrieval-2019",
"title": "Google Landmark Retrieval 2019"
},
{
"slug": "landmark-retrieval-2020",
"title": "Google Landmark Retrieval 2020"
},
{
"slug": "landmark-retrieval-2021",
"title": "Google Landmark Retrieval 2021"
},
{
"slug": "landmark-retrieval-challenge",
"title": "Google Landmark Retrieval Challenge"
},
{
"slug": "image-matching-challenge-2022",
"title": "Image Matching Challenge 2022"
},
{
"slug": "image-matching-challenge-2023",
"title": "Image Matching Challenge 2023"
},
{
"slug": "image-matching-challenge-2024",
"title": "Image Matching Challenge 2024 - Hexathlon"
},
{
"slug": "image-matching-challenge-2025",
"title": "Image Matching Challenge 2025"
}
]
},
{
"id": "object-detection",
"name": "Object Detection & Localization",
"description": "Detecting, localizing, and identifying multiple objects within images with bounding boxes.",
"competitions": [
{
"slug": "global-wheat-detection",
"title": "Global Wheat Detection"
},
{
"slug": "google-ai-open-images-object-detection-track",
"title": "Google AI Open Images - Object Detection Track"
},
{
"slug": "open-images-2019-object-detection",
"title": "Open Images 2019 - Object Detection"
},
{
"slug": "open-images-object-detection-rvc-2020",
"title": "Open Images Object Detection RVC 2020 edition"
},
{
"slug": "google-universal-image-embedding",
"title": "Google Universal Image Embedding"
},
{
"slug": "tensorflow-great-barrier-reef",
"title": "TensorFlow - Help Protect the Great Barrier Reef"
},
{
"slug": "airbus-ship-detection",
"title": "Airbus Ship Detection Challenge"
},
{
"slug": "severstal-steel-defect-detection",
"title": "Severstal: Steel Defect Detection"
},
{
"slug": "3d-object-detection-for-autonomous-vehicles",
"title": "Lyft 3D Object Detection for Autonomous Vehicles"
},
{
"slug": "nfl-player-contact-detection",
"title": "1st and Future - Player Contact Detection"
},
{
"slug": "fathomnet-out-of-sample-detection",
"title": "FathomNet 2023"
},
{
"slug": "nta-landmarks-detection",
"title": "NTA Landmarks Detection"
}
]
},
{
"id": "video-understanding-action-detection",
"name": "Video Understanding & Action Detection",
"description": "Temporal analysis, action recognition, and understanding from video sequences.",
"competitions": [
{
"slug": "youtube8m",
"title": "Google Cloud & YouTube-8M Video Understanding Challenge"
},
{
"slug": "youtube8m-2018",
"title": "The 2nd YouTube-8M Video Understanding Challenge"
},
{
"slug": "youtube8m-2019",
"title": "The 3rd YouTube-8M Video Understanding Challenge"
},
{
"slug": "GestureChallenge",
"title": "CHALEARN Gesture Challenge"
},
{
"slug": "asl-fingerspelling",
"title": "Google - American Sign Language Fingerspelling Recognition"
},
{
"slug": "asl-signs",
"title": "Google - Isolated Sign Language Recognition"
},
{
"slug": "multi-modal-gesture-recognition",
"title": "Multi-modal Gesture Recognition"
},
{
"slug": "MABe-mouse-behavior-detection",
"title": "MABe Challenge - Social Action Recognition in Mice"
},
{
"slug": "nfl-impact-detection",
"title": "NFL 1st and Future - Impact Detection"
},
{
"slug": "dfl-bundesliga-data-shootout",
"title": "DFL - Bundesliga Data Shootout"
},
{
"slug": "state-farm-distracted-driver-detection",
"title": "State Farm Distracted Driver Detection"
}
]
},
{
"id": "wildlife-species-identification",
"name": "Wildlife & Species Identification",
"description": "Individual animal identification, species counting, and ecological monitoring from image data.",
"competitions": [
{
"slug": "happy-whale-and-dolphin",
"title": "Happywhale - Whale and Dolphin Identification"
},
{
"slug": "humpback-whale-identification",
"title": "Humpback Whale Identification"
},
{
"slug": "whale-detection-challenge",
"title": "The Marinexplore and Cornell University Whale Detection Challenge"
},
{
"slug": "noaa-fisheries-steller-sea-lion-population-count",
"title": "NOAA Fisheries Steller Sea Lion Population Count"
},
{
"slug": "noaa-right-whale-recognition",
"title": "Right Whale Recognition"
},
{
"slug": "the-nature-conservancy-fisheries-monitoring",
"title": "The Nature Conservancy Fisheries Monitoring"
},
{
"slug": "iwildcam-2019-fgvc6",
"title": "iWildCam 2019 - FGVC6"
},
{
"slug": "iwildcam-2020-fgvc7",
"title": "iWildCam 2020 - FGVC7"
},
{
"slug": "iwildcam2021-fgvc8",
"title": "iWildcam 2021 - FGVC8"
},
{
"slug": "iwildcam2022-fgvc9",
"title": "iWildCam 2022 - FGVC9"
},
{
"slug": "invasive-species-monitoring",
"title": "Invasive Species Monitoring"
}
]
},
{
"id": "specialized-domain-detection",
"name": "Specialized Domain Detection & Analysis",
"description": "Domain-specific image analysis including steganalysis, biomass prediction, and safety screening.",
"competitions": [
{
"slug": "alaska2-image-steganalysis",
"title": "ALASKA2 Image Steganalysis"
},
{
"slug": "PhotoQualityPrediction",
"title": "Photo Quality Prediction"
},
{
"slug": "csiro-biomass",
"title": "CSIRO - Image2Biomass Prediction"
},
{
"slug": "sorghum-biomass-prediction",
"title": "Sorghum Biomass Prediction"
},
{
"slug": "passenger-screening-algorithm-challenge",
"title": "Passenger Screening Algorithm Challenge"
},
{
"slug": "statoil-iceberg-classifier-challenge",
"title": "Statoil/C-CORE Iceberg Classifier Challenge"
},
{
"slug": "sp-society-camera-model-identification",
"title": "IEEE's Signal Processing Society - Camera Model Identification"
},
{
"slug": "recursion-cellular-image-classification",
"title": "Recursion Cellular Image Classification"
},
{
"slug": "inclusive-images-challenge",
"title": "Inclusive Images Challenge"
}
]
},
{
"id": "semantic-instance-segmentation",
"name": "Semantic & Instance Segmentation",
"description": "Pixel-level scene understanding, object boundary detection, and semantic segmentation tasks.",
"competitions": [
{
"slug": "carvana-image-masking-challenge",
"title": "Carvana Image Masking Challenge"
},
{
"slug": "open-images-2019-instance-segmentation",
"title": "Open Images 2019 - Instance Segmentation"
},
{
"slug": "cvpr-2018-autonomous-driving",
"title": "CVPR 2018 WAD Video Segmentation Challenge"
},
{
"slug": "tgs-salt-identification-challenge",
"title": "TGS Salt Identification Challenge"
},
{
"slug": "vesuvius-challenge-ink-detection",
"title": "Vesuvius Challenge - Ink Detection"
},
{
"slug": "vesuvius-challenge-surface-detection",
"title": "Vesuvius Challenge - Surface Detection"
},
{
"slug": "denoising-dirty-documents",
"title": "Denoising Dirty Documents"
},
{
"slug": "denoising-shabby-pages",
"title": "Denoising ShabbyPages"
}
]
},
{
"id": "face-recognition-analysis",
"name": "Face Recognition & Analysis",
"description": "Face verification, detection, landmark localization, and facial attribute analysis.",
"competitions": [
{
"slug": "facial-keypoints-detection",
"title": "Facial Keypoints Detection"
},
{
"slug": "face-verification2",
"title": "TUGraz-TUT Face Verification Challenge"
},
{
"slug": "recognizing-faces-in-the-wild",
"title": "Northeastern SMILE Lab - Recognizing Faces in the Wild"
},
{
"slug": "tut-head-pose-estimation-challenge",
"title": "TUT Head Pose Estimation Challenge"
},
{
"slug": "icdar2013-gender-prediction-from-handwriting",
"title": "ICDAR2013 - Gender Prediction from Handwriting"
},
{
"slug": "vkcv2022-contest-01-facial-landmarks",
"title": "VKCV_2022_Contest_01: Facial Landmarks"
},
{
"slug": "deepfake-detection-challenge",
"title": "Deepfake Detection Challenge"
}
]
},
{
"id": "autonomous-driving-robotics",
"name": "Autonomous Driving & Robotics",
"description": "Vision tasks for autonomous vehicles, robotics control, and motion prediction.",
"competitions": [
{
"slug": "pku-autonomous-driving",
"title": "Peking University/Baidu - Autonomous Driving"
},
{
"slug": "lyft-motion-prediction-autonomous-vehicles",
"title": "Lyft Motion Prediction for Autonomous Vehicles"
},
{
"slug": "career-con-2019",
"title": "CareerCon 2019 - Help Navigate Robots"
},
{
"slug": "stayalert",
"title": "Stay Alert! The Ford Challenge"
},
{
"slug": "nfl-health-and-safety-helmet-assignment",
"title": "NFL Health & Safety - Helmet Assignment"
},
{
"slug": "vehicle",
"title": "TAU Vehicle Type Recognition Competition"
}
]
},
{
"id": "document-text-image-analysis",
"name": "Document & Text Analysis",
"description": "Handwritten text recognition, character classification, and document understanding.",
"competitions": [
{
"slug": "bengaliai-cv19",
"title": "Bengali.AI Handwritten Grapheme Classification"
},
{
"slug": "kuzushiji-recognition",
"title": "Kuzushiji Recognition"
},
{
"slug": "benetech-making-graphs-accessible",
"title": "Benetech - Making Graphs Accessible"
},
{
"slug": "quickdraw-doodle-recognition",
"title": "Quick, Draw! Doodle Recognition Challenge"
},
{
"slug": "drawing-with-llms",
"title": "Drawing with LLMs"
}
]
},
{
"id": "adversarial-robustness",
"name": "Adversarial Robustness & Defense",
"description": "Adversarial attack and defense mechanisms, testing model robustness against perturbations.",
"competitions": [
{
"slug": "nips-2017-defense-against-adversarial-attack",
"title": "NIPS 2017: Defense Against Adversarial Attack"
},
{
"slug": "nips-2017-non-targeted-adversarial-attack",
"title": "NIPS 2017: Non-targeted Adversarial Attack"
},
{
"slug": "nips-2017-targeted-adversarial-attack",
"title": "NIPS 2017: Targeted Adversarial Attack"
}
]
}
]
},
{
"name": "Natural Language Processing",
"subcategories": [
{
"id": "entity-extraction-linguistic-analysis",
"name": "Entity Extraction & Linguistic Analysis",
"description": "Extract named entities, resolve pronouns, identify misconceptions, or analyze linguistic patterns.",
"competitions": [
{
"slug": "gendered-pronoun-resolution",
"title": "Gendered Pronoun Resolution"
},
{
"slug": "eedi-mining-misconceptions-in-mathematics",
"title": "Eedi - Mining Misconceptions in Mathematics"
},
{
"slug": "facebook-recruiting-iv-human-or-bot",
"title": "Facebook Recruiting IV: Human or Robot?"
},
{
"slug": "spooky-author-identification",
"title": "Spooky Author Identification"
},
{
"slug": "twitter-personality-prediction",
"title": "Personality Prediction Based on Twitter Stream"
},
{
"slug": "twitter-psychopathy-prediction",
"title": "Psychopathy Prediction Based on Twitter Usage"
},
{
"slug": "donorschoose-application-screening",
"title": "DonorsChoose.org Application Screening"
},
{
"slug": "kdd-cup-2014-predicting-excitement-at-donors-choose",
"title": "KDD Cup 2014 - Predicting Excitement at DonorsChoose.org"
},
{
"slug": "make-data-count-finding-data-references",
"title": "Make Data Count - Finding Data References"
},
{
"slug": "pii-detection-removal-from-educational-data",
"title": "The Learning Agency Lab - PII Data Detection"
},
{
"slug": "uet-hackathon-2022-data-science",
"title": "UET Hackathon 2022 - Data Science"
},
{
"slug": "whats-cooking",
"title": "What's Cooking?"
},
{
"slug": "whats-cooking-kernels-only",
"title": "What's Cooking? (Kernels Only)"
},
{
"slug": "ykc-2nd",
"title": "YKC-2nd"
}
]
},
{
"id": "text-normalization-generation",
"name": "Text Normalization & Generation",
"description": "Transform text through normalization, translation, essay scoring, or caption generation.",
"competitions": [
{
"slug": "text-normalization-challenge-english-language",
"title": "Text Normalization Challenge - English Language"
},
{
"slug": "text-normalization-challenge-russian-language",
"title": "Text Normalization Challenge - Russian Language"
},
{
"slug": "commonlit-evaluate-student-summaries",
"title": "CommonLit - Evaluate Student Summaries"
},
{
"slug": "commonlitreadabilityprize",
"title": "CommonLit Readability Prize"
},
{
"slug": "feedback-prize-2021",
"title": "Feedback Prize - Evaluating Student Writing"
},
{
"slug": "feedback-prize-effectiveness",
"title": "Feedback Prize - Predicting Effective Arguments"
},
{
"slug": "feedback-prize-english-language-learning",
"title": "Feedback Prize - English Language Learning"
},
{
"slug": "learning-agency-lab-automated-essay-scoring-2",
"title": "Learning Agency Lab - Automated Essay Scoring 2.0"
},
{
"slug": "linking-writing-processes-to-writing-quality",
"title": "Linking Writing Processes to Writing Quality"
},
{
"slug": "bms-molecular-translation",
"title": "Bristol-Myers Squibb \u2013 Molecular Translation"
},
{
"slug": "stable-diffusion-image-to-prompts",
"title": "Stable Diffusion - Image to Prompts"
},
{
"slug": "nbme-score-clinical-patient-notes",
"title": "NBME - Score Clinical Patient Notes"
},
{
"slug": "random-acts-of-pizza",
"title": "Random Acts of Pizza"
}
]
},
{
"id": "text-classification",
"name": "Text Classification",
"description": "Classify documents or texts into predefined categories or classes.",
"competitions": [
{
"slug": "cl-cv2020",
"title": "Classify This Movie"
},
{
"slug": "dlinnlp-spring-2019-clf",
"title": "DL in NLP Spring 2019. Classification"
},
{
"slug": "dmia-surnames-classification",
"title": "DMIA sport intro: Surnames classification"
},
{
"slug": "lshtc",
"title": "Large Scale Hierarchical Text Classification"
},
{
"slug": "tradeshift-text-classification",
"title": "Tradeshift Text Classification"
},
{
"slug": "transfer-learning-on-stack-exchange-tags",
"title": "Transfer Learning on Stack Exchange Tags"
},
{
"slug": "wise-2014",
"title": "Greek Media Monitoring Multilabel Classification (WISE 2014)"
},
{
"slug": "stumbleupon",
"title": "StumbleUpon Evergreen Classification Challenge"
},
{
"slug": "word2vec-nlp-tutorial",
"title": "Bag of Words Meets Bags of Popcorn"
},
{
"slug": "congessional-tweet-competition-spring2022",
"title": "congessional-tweet-competition-spring2022"
},
{
"slug": "morse-learning-machine-challenge-v2",
"title": "Morse Learning Machine Challenge - v2"
}
]
},
{
"id": "toxic-harmful-content-detection",
"name": "Toxic & Harmful Content Detection",
"description": "Identify and classify toxic, hateful, abusive, spam, or otherwise harmful content in text.",
"competitions": [
{
"slug": "detecting-insults-in-social-commentary",
"title": "Detecting Insults in Social Commentary"
},
{
"slug": "jigsaw-agile-community-rules",
"title": "Jigsaw - Agile Community Rules Classification"
},
{
"slug": "jigsaw-multilingual-toxic-comment-classification",
"title": "Jigsaw Multilingual Toxic Comment Classification"
},
{
"slug": "jigsaw-toxic-comment-classification-challenge",
"title": "Toxic Comment Classification Challenge"
},
{
"slug": "jigsaw-toxic-severity-rating",
"title": "Jigsaw Rate Severity of Toxic Comments"
},
{
"slug": "jigsaw-unintended-bias-in-toxicity-classification",
"title": "Jigsaw Unintended Bias in Toxicity Classification"
},
{
"slug": "quora-insincere-questions-classification",
"title": "Quora Insincere Questions Classification"
},
{
"slug": "sms-spam-classification",
"title": "SMS spam classification"
},
{
"slug": "predict-potential-spammers-on-fiverr",
"title": "Predict Potential Spammers on Fiverr"
},
{
"slug": "avito-prohibited-content",
"title": "The Hunt for Prohibited Content"
},
{
"slug": "predict-closed-questions-on-stack-overflow",
"title": "Predict Closed Questions on Stack Overflow"
}
]
},
{
"id": "qa-relevance-ranking",
"name": "Question Answering & Search Relevance",
"description": "Answer questions, rank search results by relevance, or match queries to documents.",
"competitions": [
{
"slug": "chaii-hindi-and-tamil-question-answering",
"title": "chaii - Hindi and Tamil Question Answering"
},
{
"slug": "coleridgeinitiative-show-us-the-data",
"title": "Coleridge Initiative - Show US the Data"
},
{
"slug": "crowdflower-search-relevance",
"title": "Crowdflower Search Results Relevance"
},
{
"slug": "google-quest-challenge",
"title": "Google QUEST Q&A Labeling"
},
{
"slug": "home-depot-product-search-relevance",
"title": "Home Depot Product Search Relevance"
},
{
"slug": "tensorflow2-question-answering",
"title": "TensorFlow 2.0 Question Answering"
},
{
"slug": "the-allen-ai-science-challenge",
"title": "The Allen AI Science Challenge"
},
{
"slug": "kaggle-llm-science-exam",
"title": "Kaggle - LLM Science Exam"
},
{
"slug": "llm-20-questions",
"title": "LLM 20 Questions"
},
{
"slug": "llm-prompt-recovery",
"title": "LLM Prompt Recovery"
}
]
},
{
"id": "llm-evaluation-safety",
"name": "LLM Evaluation, Safety & Red-Teaming",
"description": "Evaluate LLM outputs, detect AI-generated content, assess bias, or conduct adversarial testing.",
"competitions": [
{
"slug": "llm-detect-ai-generated-text",
"title": "LLM - Detect AI Generated Text"
},
{
"slug": "llms-you-cant-please-them-all",
"title": "LLMs - You Can't Please Them All"
},
{
"slug": "lmsys-chatbot-arena",
"title": "LMSYS - Chatbot Arena Human Preference Predictions"
},
{
"slug": "openai-gpt-oss-20b-red-teaming",
"title": "Red\u2011Teaming Challenge - OpenAI gpt-oss-20b"
},
{
"slug": "uspto-explainable-ai",
"title": "USPTO - Explainable AI for Patent Professionals"
},
{
"slug": "20-newsgroups-ciphertext-challenge",
"title": "20 Newsgroups Ciphertext Challenge"
},
{
"slug": "ciphertext-challenge-ii",
"title": "Ciphertext Challenge II"
},
{
"slug": "ciphertext-challenge-iii",
"title": "Ciphertext Challenge III"
}
]
},
{
"id": "text-similarity-matching",
"name": "Text Similarity & Semantic Matching",
"description": "Identify duplicate, similar, or semantically equivalent text pairs and match phrases.",
"competitions": [
{
"slug": "avito-duplicate-ads-detection",
"title": "Avito Duplicate Ads Detection"
},
{
"slug": "quora-question-pairs",
"title": "Quora Question Pairs"
},
{
"slug": "us-patent-phrase-to-phrase-matching",
"title": "U.S. Patent Phrase to Phrase Matching"
},
{
"slug": "facebook-recruiting-iii-keyword-extraction",
"title": "Facebook Recruiting III - Keyword Extraction"
},
{
"slug": "shopee-product-matching",
"title": "Shopee - Price Match Guarantee"
},
{
"slug": "wikipedia-image-caption",
"title": "Wikipedia - Image/Caption Matching"
},
{
"slug": "yelp-recruiting-iii-keyword-extraction",
"title": "yelp-recruiting-iii-keyword-extraction"
},
{
"slug": "wsdm-cup-multilingual-chatbot-arena",
"title": "WSDM Cup - Multilingual Chatbot Arena"
}
]
},
{
"id": "sentiment-opinion-mining",
"name": "Sentiment Analysis & Opinion Mining",
"description": "Extract sentiment, emotions, or opinions from text content across various domains and languages.",
"competitions": [
{
"slug": "aiquest-bangla-sentiment-analysis-competition",
"title": "aiquest - Bangla Sentiment Analysis Competition"
},
{
"slug": "movie-review-sentiment-analysis-kernels-only",
"title": "Movie Review Sentiment Analysis (Kernels Only)"
},
{
"slug": "sentiment-analysis-on-movie-reviews",
"title": "Sentiment Analysis on Movie Reviews"
},
{
"slug": "simplesentiment",
"title": "\u0421\u0435\u043d\u0442\u0438\u043c\u0435\u043d\u0442-\u0430\u043d\u0430\u043b\u0438\u0437 \u043e\u0442\u0437\u044b\u0432\u043e\u0432 (\u043f\u0440\u043e\u0441\u0442\u0430\u044f \u0432\u0435\u0440\u0441\u0438\u044f)"
},
{
"slug": "tweet-sentiment-extraction",
"title": "Tweet Sentiment Extraction"
},
{
"slug": "goodreads-books-reviews-290312",
"title": "Goodreads Books Reviews"
},
{
"slug": "poetii-in-limba-romana",
"title": "poetii-in-limba-romana"
}
]
}
]
},
{
"name": "Time Series",
"subcategories": [
{
"id": "weather-environmental-epidemiological-forecasting",
"name": "Weather, Environmental & Epidemiological Forecasting",
"description": "Forecast weather conditions, environmental metrics, disease spread, and public health trends.",
"competitions": [
{
"slug": "covid19-global-forecasting-week-2",
"title": "COVID19 Global Forecasting (Week 2)"
},
{
"slug": "covid19-global-forecasting-week-5",
"title": "COVID19 Global Forecasting (Week 5)"
},
{
"slug": "covid19-local-us-ca-forecasting-week-1",
"title": "COVID19 Local US-CA Forecasting (Week 1)"
},
{
"slug": "how-much-did-it-rain",
"title": "How Much Did It Rain?"
},
{
"slug": "how-much-did-it-rain-ii",
"title": "How Much Did It Rain? II"
},
{
"slug": "rainyseason",
"title": "2020.Spring.AI.Termproject_\uc7a5\ub9c8 \uc608\uce21\ud558\uae30"
},
{
"slug": "aiseaweather",
"title": "SejongAI.\ud140\ud504\ub85c\uc81d\ud2b8.[\ud574\uc591\uae30\uc0c1\ubd80\uc774 \ubc14\ub2e4 \ub0a0\uc528 \uc608\uce21]"
},
{
"slug": "crowdflower-weather-twitter",
"title": "Partly Sunny with a Chance of Hashtags"
},
{
"slug": "tourism2",
"title": "Tourism Forecasting Part Two"
},
{
"slug": "web-traffic-time-series-forecasting",
"title": "Web Traffic Time Series Forecasting"
},
{
"slug": "mlb-player-digital-engagement-forecasting",
"title": "MLB Player Digital Engagement Forecasting"
},
{
"slug": "unemployment-rate",
"title": "SejongAI.\ud140\ud504\ub85c\uc81d\ud2b8.[\uace0\uc6a9\uc9c0\ud45c\uc5d0 \ub530\ub978 \uc2e4\uc5c5\ub960 \uc608\uce21]"
},
{
"slug": "kddbr-2020",
"title": "KDD BR Competition 2020"
},
{
"slug": "kddbr-2021",
"title": "KDD BR Competition 2021"
},
{
"slug": "godaddy-microbusiness-density-forecasting",
"title": "GoDaddy - Microbusiness Density Forecasting"
},
{
"slug": "ubaar-competition",
"title": "Ubaar Competition"
},
{
"slug": "battlefin-s-big-data-combine-forecasting-challenge",
"title": "The Big Data Combine Engineered by BattleFin"
},
{
"slug": "nfl-big-data-bowl-2020",
"title": "NFL Big Data Bowl"
},
{
"slug": "nfl-big-data-bowl-2026-prediction",
"title": "NFL Big Data Bowl 2026 - Prediction"
},
{
"slug": "academy-ts-assignment-202003",
"title": "202003 AI Academy Time Series Assignment"
}
]
},
{
"id": "retail-demand-forecasting",
"name": "Retail & Inventory Demand Forecasting",
"description": "Predict store sales, inventory levels, and customer demand across retail chains and platforms.",
"competitions": [
{
"slug": "rossmann-store-sales",
"title": "Rossmann Store Sales"
},
{
"slug": "walmart-recruiting-store-sales-forecasting",
"title": "Walmart Recruiting - Store Sales Forecasting"
},
{
"slug": "walmart-recruiting-sales-in-stormy-weather",
"title": "Walmart Recruiting II: Sales in Stormy Weather"
},
{
"slug": "favorita-grocery-sales-forecasting",
"title": "Corporaci\u00f3n Favorita Grocery Sales Forecasting"
},
{
"slug": "grupo-bimbo-inventory-demand",
"title": "Grupo Bimbo Inventory Demand"
},
{
"slug": "demand-forecasting-kernels-only",
"title": "Store Item Demand Forecasting Challenge"
},
{
"slug": "m5-forecasting-accuracy",
"title": "M5 Forecasting - Accuracy"
},
{
"slug": "m5-forecasting-uncertainty",
"title": "M5 Forecasting - Uncertainty"
},
{
"slug": "restaurant-revenue-prediction",
"title": "Restaurant Revenue Prediction"
},
{
"slug": "recruit-restaurant-visitor-forecasting",
"title": "Recruit Restaurant Visitor Forecasting"
},
{
"slug": "playground-series-s3e19",
"title": "Forecasting Mini-Course Sales"
},
{
"slug": "playground-series-s5e1",
"title": "Forecasting Sticker Sales"
},
{
"slug": "playground-series-s5e4",
"title": "Predict Podcast Listening Time"
}
]
},
{
"id": "financial-market-forecasting",
"name": "Financial Market & Asset Price Forecasting",
"description": "Predict stock prices, cryptocurrency values, trading volumes, and financial market movements.",
"competitions": [
{
"slug": "the-winton-stock-market-challenge",
"title": "The Winton Stock Market Challenge"
},
{
"slug": "two-sigma-financial-news",
"title": "Two Sigma: Using News to Predict Stock Movements"
},
{
"slug": "jpx-tokyo-stock-exchange-prediction",
"title": "JPX Tokyo Stock Exchange Prediction"
},
{
"slug": "netflix-stock-prediction",
"title": "\ub137\ud50c\ub9ad\uc2a4 \uc8fc\uac00 \uc608\uce21"
},
{
"slug": "stock-market-prediction",
"title": "Viet Nam Stock Market Prediction"
},
{
"slug": "jane-street-real-time-market-data-forecasting",
"title": "Jane Street Real-Time Market Data Forecasting"
},
{
"slug": "optiver-realized-volatility-prediction",
"title": "Optiver Realized Volatility Prediction"
},
{
"slug": "optiver-trading-at-the-close",
"title": "Optiver - Trading at the Close"
},
{
"slug": "g-research-crypto-forecasting",
"title": "G-Research Crypto Forecasting"
},
{
"slug": "ubiquant-market-prediction",
"title": "Ubiquant Market Prediction"
},
{
"slug": "benchmark-bond-trade-price-challenge",
"title": "Benchmark Bond Trade Price Challenge"
},
{
"slug": "mitsui-commodity-prediction-challenge",
"title": "MITSUI&CO. Commodity Prediction Challenge"
}
]
},
{
"id": "transportation-mobility-forecasting",
"name": "Transportation & Mobility Forecasting",
"description": "Predict transportation metrics including taxi fares, flight delays, transit demand, and traffic patterns.",
"competitions": [
{
"slug": "nyc-taxi-trip-duration",
"title": "New York City Taxi Trip Duration"
},
{
"slug": "new-york-city-taxi-fare-prediction",
"title": "New York City Taxi Fare Prediction"
},
{
"slug": "pkdd-15-taxi-trip-time-prediction-ii",
"title": "ECML/PKDD 15: Taxi Trip Time Prediction (II)"
},
{
"slug": "taxi-fare-prediction-challenge-epia-2017",
"title": "Taxi Fare Prediction Challenge @ EPIA 2017"
},
{
"slug": "bike-sharing-demand",
"title": "Bike Sharing Demand"
},
{
"slug": "flight-delays-fall-2018",
"title": "mlcourse.ai: Flight delays"
},
{
"slug": "flight",
"title": "GE Flight Quest"
},
{
"slug": "RTA",
"title": "RTA Freeway Travel Time Prediction"
},
{
"slug": "bigquery-geotab-intersection-congestion",
"title": "BigQuery-Geotab Intersection Congestion"
},
{
"slug": "traffic-accident",
"title": "SejongAI.\ud140\ud504\ub85c\uc81d\ud2b8.[\uad50\ud1b5\uc0ac\uace0 \ubc1c\uc0dd\ub7c9 \uc608\uce21]"
},
{
"slug": "metro",
"title": "SejongAI.\ud140\ud504\ub85c\uc81d\ud2b8.[\uc11c\uc6b8\uad50\ud1b5\uacf5\uc0ac \ud6c4\ubd88 \uc2b9\ucc28\uc778\uc6d0 \uc608\uce21\ud558\uae30]"
},
{
"slug": "2020-ai-termproject-18011793",
"title": "SejongAI.\ud140\ud504\ub85c\uc81d\ud2b8.[\ud574\uc6b4\ub300\uc5ed \ub0a0\uc9dc\ubcc4 \uc2b9\ud558\ucc28 \ud569\uacc4 \uc608\uce21 ]"
}
]
},
{
"id": "energy-utility-forecasting",
"name": "Energy & Utility Consumption Forecasting",
"description": "Forecast energy consumption, power generation, solar output, and wind energy production.",
"competitions": [
{
"slug": "global-energy-forecasting-competition-2012-load-forecasting",
"title": "Global Energy Forecasting Competition 2012 - Load Forecasting"
},
{
"slug": "GEF2012-wind-forecasting",
"title": "Global Energy Forecasting Competition 2012 - Wind Forecasting"
},
{
"slug": "ams-2014-solar-energy-prediction-contest",
"title": "AMS 2013-2014 Solar Energy Prediction Contest"
},
{
"slug": "ashrae-energy-prediction",
"title": "ASHRAE - Great Energy Predictor III"
},
{
"slug": "predict-energy-behavior-of-prosumers",
"title": "Enefit - Predict Energy Behavior of Prosumers"
},
{
"slug": "sejongyjelectricpowerprediction",
"title": "Sejong.YJ.ElectricPowerPrediction"
},
{
"slug": "solarenergy-meteorologicalphenomenon2",
"title": "SejongAI.\ud140\ud504\ub85c\uc81d\ud2b8.[\uae30\uc0c1\ud604\uc0c1\uc5d0 \ub530\ub978 \ud0dc\uc591\uad11\ubc1c\uc804\ub7c9 \uc608\uce21]"
},
{
"slug": "smart-homes-temperature-time-series-forecasting",
"title": "Smart Home's Temperature - Time Series Forecasting"
},
{
"slug": "widsdatathon2022",
"title": "WiDS Datathon 2022"
},
{
"slug": "widsdatathon2023",
"title": "WiDS Datathon 2023"
}
]
}
]
},
{
"name": "Medical",
"subcategories": [
{
"id": "medical-image-classification",
"name": "Medical Image Classification",
"description": "Classify medical images (X-rays, CT scans, histopathology slides) to detect diseases or abnormalities.",
"competitions": [
{
"slug": "aptos2019-blindness-detection",
"title": "APTOS 2019 Blindness Detection"
},
{
"slug": "diabetic-retinopathy-detection",
"title": "Diabetic Retinopathy Detection"
},
{
"slug": "histopathologic-cancer-detection",
"title": "Histopathologic Cancer Detection"
},
{
"slug": "hpa-single-cell-image-classification",
"title": "Human Protein Atlas - Single Cell Classification"
},
{
"slug": "human-protein-atlas-image-classification",
"title": "Human Protein Atlas Image Classification"
},
{
"slug": "intel-mobileodt-cervical-cancer-screening",
"title": "Intel & MobileODT Cervical Cancer Screening"
},
{
"slug": "isic-2024-challenge",
"title": "ISIC 2024 - Skin Cancer Detection with 3D-TBP"
},
{
"slug": "mayo-clinic-strip-ai",
"title": "Mayo Clinic - STRIP AI"
},
{
"slug": "prostate-cancer-grade-assessment",
"title": "Prostate cANcer graDe Assessment (PANDA) Challenge"
},
{
"slug": "ranzcr-clip-catheter-line-classification",
"title": "RANZCR CLiP - Catheter and Line Position Challenge"
},
{
"slug": "rsna-breast-cancer-detection",
"title": "RSNA Screening Mammography Breast Cancer Detection"
},
{
"slug": "rsna-intracranial-aneurysm-detection",
"title": "RSNA Intracranial Aneurysm Detection"
},
{
"slug": "rsna-intracranial-hemorrhage-detection",
"title": "RSNA Intracranial Hemorrhage Detection"
},
{
"slug": "rsna-miccai-brain-tumor-radiogenomic-classification",
"title": "RSNA-MICCAI Brain Tumor Radiogenomic Classification"
},
{
"slug": "rsna-pneumonia-detection-challenge",
"title": "RSNA Pneumonia Detection Challenge"
},
{
"slug": "rsna-str-pulmonary-embolism-detection",
"title": "RSNA STR Pulmonary Embolism Detection"
},
{
"slug": "siim-covid19-detection",
"title": "SIIM-FISABIO-RSNA COVID-19 Detection"
},
{
"slug": "siim-isic-melanoma-classification",
"title": "SIIM-ISIC Melanoma Classification"
},
{
"slug": "unifesp-x-ray-body-part-classifier",
"title": "UNIFESP X-ray Body Part Classifier Competition"
},
{
"slug": "vinbigdata-chest-xray-abnormalities-detection",
"title": "VinBigData Chest X-ray Abnormalities Detection"
}
]
},
{
"id": "brain-signal-analysis",
"name": "Brain Signal and EEG Analysis",
"description": "Analyze EEG and brain imaging signals to detect neurological conditions or predict brain activity states.",
"competitions": [
{
"slug": "decoding-the-human-brain",
"title": "DecMeg2014 - Decoding the Human Brain"
},
{
"slug": "grasp-and-lift-eeg-detection",
"title": "Grasp-and-Lift EEG Detection"
},
{
"slug": "hms-harmful-brain-activity-classification",
"title": "HMS - Harmful Brain Activity Classification"
},
{
"slug": "inria-bci-challenge",
"title": "BCI Challenge @ NER 2015"
},
{
"slug": "mlsp-2014-mri",
"title": "MLSP 2014 Schizophrenia Classification Challenge"
},
{
"slug": "seizure-detection",
"title": "UPenn and Mayo Clinic's Seizure Detection Challenge"
},
{
"slug": "seizure-prediction",
"title": "American Epilepsy Society Seizure Prediction Challenge"
},
{
"slug": "melbourne-university-seizure-prediction",
"title": "Melbourne University AES/MathWorks/NIH Seizure Prediction"
},
{
"slug": "child-mind-institute-detect-sleep-states",
"title": "Child Mind Institute - Detect Sleep States"
},
{
"slug": "trends-assessment-prediction",
"title": "TReNDS Neuroimaging"
},
{
"slug": "connectomics",
"title": "CONNECTOMICS"
}
]
},
{
"id": "clinical-risk-prediction",
"name": "Clinical Risk and Outcome Prediction",
"description": "Predict patient health risks, disease presence, or clinical outcomes from tabular clinical and demographic data.",
"competitions": [
{
"slug": "autism-prediction",
"title": "ML Olympiad - Autism Prediction Challenge"
},
{
"slug": "autismdiagnosis",
"title": "Autism Prediction"
},
{
"slug": "body-morphometry-for-sarcopenia",
"title": "Body morphometry for sarcopenia"
},
{
"slug": "child-mind-institute-problematic-internet-use",
"title": "Child Mind Institute \u2014 Problematic Internet Use"
},
{
"slug": "icr-identify-age-related-conditions",
"title": "ICR - Identifying Age-Related Conditions"
},
{
"slug": "msk-redefining-cancer-treatment",
"title": "Personalized Medicine: Redefining Cancer Treatment"
},
{
"slug": "physionet-ecg-image-digitization",
"title": "PhysioNet - Digitization of ECG Images"
},
{
"slug": "playground-series-s5e12",
"title": "Diabetes Prediction Challenge"
},
{
"slug": "playground-series-s6e2",
"title": "Predicting Heart Disease"
},
{
"slug": "UBC-OCEAN",
"title": "UBC Ovarian Cancer Subtype Classification and Outlier Detection (UBC-OCEAN)"
},
{
"slug": "mlrw-biomedicalhackathon",
"title": "MLRW 2022 : AI Driven Biomedical Hackathon"
}
]
},
{
"id": "medical-image-segmentation",
"name": "Medical Image Segmentation",
"description": "Segment anatomical structures or abnormalities from medical images at the pixel or voxel level.",
"competitions": [
{
"slug": "blood-vessel-segmentation",
"title": "SenNet + HOA - Hacking the Human Vasculature in 3D"
},
{
"slug": "hubmap-hacking-the-human-vasculature",
"title": "HuBMAP - Hacking the Human Vasculature"
},
{
"slug": "hubmap-kidney-segmentation",
"title": "HuBMAP - Hacking the Kidney"
},
{
"slug": "hubmap-organ-segmentation",
"title": "HuBMAP + HPA - Hacking the Human Body"
},
{
"slug": "sartorius-cell-instance-segmentation",
"title": "Sartorius - Cell Instance Segmentation"
},
{
"slug": "siim-acr-pneumothorax-segmentation",
"title": "SIIM-ACR Pneumothorax Segmentation"
},
{
"slug": "ultrasound-nerve-segmentation",
"title": "Ultrasound Nerve Segmentation"
},
{
"slug": "uw-madison-gi-tract-image-segmentation",
"title": "UW-Madison GI Tract Image Segmentation"
},
{
"slug": "rsna-2022-cervical-spine-fracture-detection",
"title": "RSNA 2022 Cervical Spine Fracture Detection"
},
{
"slug": "rsna-2023-abdominal-trauma-detection",
"title": "RSNA 2023 Abdominal Trauma Detection"
},
{
"slug": "rsna-2024-lumbar-spine-degenerative-classification",
"title": "RSNA 2024 Lumbar Spine Degenerative Classification"
}
]
},
{
"id": "disease-progression-prediction",
"name": "Disease Progression and Longitudinal Prediction",
"description": "Predict disease progression or clinical outcomes from time-series or longitudinal patient data.",
"competitions": [
{
"slug": "amp-parkinsons-disease-progression-prediction",
"title": "AMP\u00ae-Parkinson's Disease Progression Prediction"
},
{
"slug": "osic-pulmonary-fibrosis-progression",
"title": "OSIC Pulmonary Fibrosis Progression"
},
{
"slug": "tlvmc-parkinsons-freezing-gait-prediction",
"title": "Parkinson's Freezing of Gait Prediction"
},
{
"slug": "equity-post-HCT-survival-predictions",
"title": "CIBMTR - Equity in post-HCT Survival Predictions"
},
{
"slug": "hivprogression",
"title": "Predict HIV Progression"
},
{
"slug": "hhp",
"title": "Heritage Health Prize"
}
]
}
]
},
{
"name": "Science / Physics",
"subcategories": [
{
"id": "astronomy-space-signal-detection",
"name": "Astronomy & Space Signal Detection",
"description": "Classification and detection of astronomical objects and signals from telescope/sensor data including gravitational waves, cosmic rays, and optical surveys.",
"competitions": [
{
"slug": "DarkWorlds",
"title": "Observing Dark Worlds"
},
{
"slug": "PLAsTiCC-2018",
"title": "PLAsTiCC Astronomical Classification"
},
{
"slug": "ariel-data-challenge-2024",
"title": "NeurIPS - Ariel Data Challenge 2024"
},
{
"slug": "ariel-data-challenge-2025",
"title": "NeurIPS - Ariel Data Challenge 2025"
},
{
"slug": "dark-matter-signal-search-episode-1",
"title": "Dark Matter signal search. Episode 1."
},
{
"slug": "g2net-detecting-continuous-gravitational-waves",
"title": "G2Net Detecting Continuous Gravitational Waves"
},
{
"slug": "g2net-gravitational-wave-detection",
"title": "G2Net Gravitational Wave Detection"
},
{
"slug": "galaxy-zoo-the-galaxy-challenge",
"title": "Galaxy Zoo - The Galaxy Challenge"
},
{
"slug": "icecube-neutrinos-in-deep-ice",
"title": "IceCube - Neutrinos in Deep Ice"
},
{
"slug": "seti-breakthrough-listen",
"title": "SETI Breakthrough Listen - E.T. Signal Search"
},
{
"slug": "mdm",
"title": "Mapping Dark Matter"
}
]
},
{
"id": "molecular-biochemical-prediction",
"name": "Molecular & Biochemical Property Prediction",
"description": "Prediction of molecular properties, biochemical structures, stability, and mechanisms of action from sequence or structural data.",
"competitions": [
{
"slug": "czii-cryo-et-object-identification",
"title": "CZII - CryoET Object Identification"
},
{
"slug": "leash-BELKA",
"title": "NeurIPS 2024 - Predict New Medicines with BELKA"
},
{
"slug": "lish-moa",
"title": "Mechanisms of Action (MoA) Prediction"
},
{
"slug": "novozymes-enzyme-stability-prediction",
"title": "Novozymes Enzyme Stability Prediction"
},
{
"slug": "stanford-covid-vaccine",
"title": "OpenVaccine: COVID-19 mRNA Vaccine Degradation Prediction"
},
{
"slug": "stanford-ribonanza-rna-folding",
"title": "Stanford Ribonanza RNA Folding"
},
{
"slug": "stanford-rna-3d-folding",
"title": "Stanford RNA 3D Folding"
},
{
"slug": "open-problems-single-cell-perturbations",
"title": "Open Problems \u2013 Single-Cell Perturbations"
},
{
"slug": "champs-scalar-coupling",
"title": "Predicting Molecular Properties"
},
{
"slug": "neurips-open-polymer-prediction-2025",
"title": "NeurIPS - Open Polymer Prediction 2025"
},
{
"slug": "nomad2018-predict-transparent-conductors",
"title": "Nomad2018 Predicting Transparent Conductors"
}
]
},
{
"id": "natural-disaster-geophysics-prediction",
"name": "Natural Disaster & Geophysics Prediction",
"description": "Prediction of seismic, volcanic, solar, and meteorological events along with particle trajectory identification and wave analysis.",
"competitions": [
{
"slug": "LANL-Earthquake-Prediction",
"title": "LANL Earthquake Prediction"
},
{
"slug": "bigdata2019-flare-prediction",
"title": "BigData Cup Challenge 2019: Flare Prediction"
},
{
"slug": "predict-volcanic-eruptions-ingv-oe",
"title": "INGV - Volcanic Eruption Prediction"
},
{
"slug": "waveform-inversion",
"title": "Yale/UNC-CH - Geophysical Waveform Inversion"
},
{
"slug": "can-i-make-a-wish-detecting-shooting-stars",
"title": "Can I make a wish? Detecting shooting stars"
},
{
"slug": "higgs-boson",
"title": "Higgs Boson Machine Learning Challenge"
},
{
"slug": "flavours-of-physics",
"title": "Flavours of Physics: Finding \u03c4 \u2192 \u03bc\u03bc\u03bc"
},
{
"slug": "trackml-particle-identification",
"title": "TrackML Particle Tracking Challenge"
},
{
"slug": "leap-atmospheric-physics-ai-climsim",
"title": "LEAP - Atmospheric Physics using AI (ClimSim)"
},
{
"slug": "byu-locating-bacterial-flagellar-motors-2025",
"title": "BYU - Locating Bacterial Flagellar Motors 2025"
}
]
}
]
},
{
"name": "Recommender Systems",
"subcategories": [
{
"id": "content-click-engagement-prediction",
"name": "Content, Click & Engagement Prediction",
"description": "Predicting user clicks, engagement, and interest in web content, ads, jobs, events, and personalized search results.",
"competitions": [
{
"slug": "FacebookRecruiting",
"title": "Facebook Recruiting Competition"
},
{
"slug": "coupon-purchase-prediction",
"title": "Coupon Purchase Prediction"
},
{
"slug": "outbrain-click-prediction",
"title": "Outbrain Click Prediction"
},
{
"slug": "job-recommendation",
"title": "Job Recommendation Challenge"
},
{
"slug": "event-recommendation-engine-challenge",
"title": "Event Recommendation Engine Challenge"
},
{
"slug": "yandex-personalized-web-search-challenge",
"title": "Personalized Web Search Challenge"
},
{
"slug": "predict-wordpress-likes",
"title": "GigaOM WordPress Challenge: Splunk Innovation Prospect"
},
{
"slug": "learning-equality-curriculum-recommendations",
"title": "Learning Equality - Curriculum Recommendations"
}
]
},
{
"id": "ecommerce-booking-recommendations",
"name": "E-Commerce & Service Booking Recommendations",
"description": "Recommendations for products, services, or bookings based on user preferences and transaction history in commercial platforms.",
"competitions": [
{
"slug": "airbnb-recruiting-new-user-bookings",
"title": "Airbnb New User Bookings"
},
{
"slug": "expedia-hotel-recommendations",
"title": "Expedia Hotel Recommendations"
},
{
"slug": "expedia-personalized-sort",
"title": "Personalize Expedia Hotel Searches - ICDM 2013"
},
{
"slug": "h-and-m-personalized-fashion-recommendations",
"title": "H&M Personalized Fashion Recommendations"
},
{
"slug": "otto-recommender-system",
"title": "OTTO \u2013 Multi-Objective Recommender System"
},
{
"slug": "santander-product-recommendation",
"title": "Santander Product Recommendation"
},
{
"slug": "yelp-recsys-2013",
"title": "RecSys2013: Yelp Business Rating Prediction"
}
]
},
{
"id": "data-mining-hackathons-academic",
"name": "Data Mining Hackathons & Academic Challenges",
"description": "Academic and hackathon-style competitions focused on data mining and machine learning with smaller datasets or educational focus.",
"competitions": [
{
"slug": "acm-sf-chapter-hackathon-big",
"title": "Data Mining Hackathon on BIG DATA (7GB) Best Buy mobile web site"
},
{
"slug": "acm-sf-chapter-hackathon-small",
"title": "Data Mining Hackathon on (20 mb) Best Buy mobile web site - ACM SF Bay Area Chapter"
},
{
"slug": "cs5785-fall-2021-final",
"title": "CS5785 Fall 2021 Final"
},
{
"slug": "eci2017-2",
"title": "Competencia de Aprendizaje Autom\u00e1tico (ECI 2017) #2"
},
{
"slug": "wec-ml-mentorship-contest",
"title": "WEC ML Mentorship Contest"
},
{
"slug": "playground-series-s5e6",
"title": "Predicting Optimal Fertilizers"
}
]
},
{
"id": "music-media-recommendations",
"name": "Music & Media Content Recommendations",
"description": "Recommendations for music, songs, movies, and entertainment content based on user listening/viewing patterns and preferences.",
"competitions": [
{
"slug": "kkbox-music-recommendation-challenge",
"title": "WSDM - KKBox's Music Recommendation Challenge"
},
{
"slug": "msdchallenge",
"title": "Million Song Dataset Challenge"
},
{
"slug": "netflix-appetency",
"title": "Netflix Appetency"
},
{
"slug": "ee627a-2019fall",
"title": "Music Recommender System"
},
{
"slug": "elo-merchant-category-recommendation",
"title": "Elo Merchant Category Recommendation"
}
]
}
]
},
{
"name": "Miscellaneous",
"subcategories": [
{
"id": "reasoning-and-problem-solving",
"name": "Reasoning, Abstraction, and Pattern Recognition",
"description": "Competitions focused on abstract reasoning, pattern recognition, sequence learning, and reverse-engineering problems.",
"competitions": [
{
"slug": "abstraction-and-reasoning-challenge",
"title": "Abstraction and Reasoning Challenge"
},
{
"slug": "arc-prize-2024",
"title": "ARC Prize 2024"
},
{
"slug": "arc-prize-2025",
"title": "ARC Prize 2025"
},
{
"slug": "conway-s-reverse-game-of-life",
"title": "Conway's Reverse Game of Life"
},
{
"slug": "conways-reverse-game-of-life-2020",
"title": "Conway's Reverse Game of Life 2020"
},
{
"slug": "integer-sequence-learning",
"title": "Integer Sequence Learning"
},
{
"slug": "openai-to-z-challenge",
"title": "OpenAI to Z Challenge"
}
]
},
{
"id": "tabular-machine-learning",
"name": "Tabular Machine Learning Competitions",
"description": "Standard supervised learning competitions on tabular datasets with classification or regression objectives.",
"competitions": [
{
"slug": "playground-series-s3e3",
"title": "Binary Classification with a Tabular Employee Attrition Dataset"
},
{
"slug": "playground-series-s3e4",
"title": "Binary Classification with a Tabular Credit Card Fraud Dataset"
},
{
"slug": "playground-series-s3e5",
"title": "Ordinal Regression with a Tabular Wine Quality Dataset"
},
{
"slug": "playground-series-s3e6",
"title": "Regression with a Tabular Paris Housing Price Dataset"
},
{
"slug": "playground-series-s3e7",
"title": "Binary Classification with a Tabular Reservation Cancellation Dataset"
},
{
"slug": "playground-series-s3e8",
"title": "Regression with a Tabular Gemstone Price Dataset"
},
{
"slug": "playground-series-s3e9",
"title": "Regression with a Tabular Concrete Strength Dataset"
}
]
},
{
"id": "ai-innovation-and-applications",
"name": "AI Innovation Hackathons and Research Challenges",
"description": "Hackathons and special challenges focused on building innovative AI solutions and advancing machine learning research.",
"competitions": [
{
"slug": "bigquery-ai-hackathon",
"title": "BigQuery AI - Building the Future of Data"
},
{
"slug": "google-gemma-3n-hackathon",
"title": "Google - The Gemma 3n Impact Challenge"
},
{
"slug": "meta-kaggle-hackathon",
"title": "Meta Kaggle Hackathon"
},
{
"slug": "neurips-2023-machine-unlearning",
"title": "NeurIPS 2023 - Machine Unlearning"
},
{
"slug": "konwinski-prize",
"title": "Konwinski Prize"
}
]
},
{
"id": "domain-analytics",
"name": "Domain-Specific Analytics Challenges",
"description": "Analytics competitions focused on specific domains like sports and education with actionable insights as primary objective.",
"competitions": [
{
"slug": "nfl-big-data-bowl-2026-analytics",
"title": "NFL Big Data Bowl 2026 - Analytics"
},
{
"slug": "map-charting-student-math-misunderstandings",
"title": "MAP - Charting Student Math Misunderstandings"
},
{
"slug": "2023-kaggle-ai-report",
"title": "2023 Kaggle AI Report"
}
]
}
]
},
{
"name": "Optimization / Operations Research",
"subcategories": [
{
"id": "scheduling-sequencing-permutation",
"name": "Scheduling, Sequencing & Permutation Optimization",
"description": "Problems requiring optimal ordering, scheduling, or arrangement of items/tasks with various constraints.",
"competitions": [
{
"slug": "santa-2019-revenge-of-the-accountants",
"title": "Santa 2019 - Revenge of the Accountants"
},
{
"slug": "santa-2020",
"title": "Santa 2020 - The Candy Cane Contest"
},
{
"slug": "santa-2021",
"title": "Santa 2021 - The Merry Movie Montage"
},
{
"slug": "santa-2022",
"title": "Santa 2022 - The Christmas Card Conundrum"
},
{
"slug": "santa-2023",
"title": "Santa 2023 - The Polytope Permutation Puzzle"
},
{
"slug": "santa-2024",
"title": "Santa 2024 - The Perplexity Permutation Puzzle"
},
{
"slug": "santa-2025",
"title": "Santa 2025 - Christmas Tree Packing Challenge"
},
{
"slug": "helping-santas-helpers",
"title": "Helping Santa's Helpers"
},
{
"slug": "santa-gift-matching",
"title": "Santa Gift Matching Challenge"
}
]
},
{
"id": "packing-allocation-logistics",
"name": "Packing, Allocation & Logistics Optimization",
"description": "Problems focused on resource allocation, packing, delivery planning, and constraint-based distribution.",
"competitions": [
{
"slug": "packing-santas-sleigh",
"title": "Packing Santa's Sleigh"
},
{
"slug": "santas-uncertain-bags",
"title": "Santa's Uncertain Bags"
},
{
"slug": "flight2-milestone",
"title": "Flight Quest 2: Flight Optimization, Milestone Phase"
},
{
"slug": "hashcode-drone-delivery",
"title": "Hash Code Archive - Drone Delivery"
},
{
"slug": "hashcode-photo-slideshow",
"title": "Hash Code Archive - Photo Slideshow Optimization"
}
]
},
{
"id": "traveling-salesman-routing",
"name": "Traveling Salesman & Route Optimization",
"description": "Problems focused on finding optimal routes and paths through locations, minimizing distance or time.",
"competitions": [
{
"slug": "traveling-santa-2018-prime-paths",
"title": "Traveling Santa 2018 - Prime Paths"
},
{
"slug": "traveling-santa-problem",
"title": "Traveling Santa Problem"
},
{
"slug": "tsp-cv",
"title": "Traveling Salesmen Computer Vision"
},
{
"slug": "santa-workshop-tour-2019",
"title": "Santa's Workshop Tour 2019"
},
{
"slug": "santas-stolen-sleigh",
"title": "Santa's Stolen Sleigh"
}
]
}
]
},
{
"name": "Geospatial",
"subcategories": [
{
"id": "location-positioning-trajectory",
"name": "Location Positioning & Trajectory Prediction",
"description": "Competitions involving positioning accuracy, location matching, trajectory prediction, and check-in/movement pattern forecasting.",
"competitions": [
{
"slug": "google-smartphone-decimeter-challenge",
"title": "Google Smartphone Decimeter Challenge"
},
{
"slug": "smartphone-decimeter-2022",
"title": "Google Smartphone Decimeter Challenge 2022"
},
{
"slug": "indoor-location-navigation",
"title": "Indoor Location & Navigation"
},
{
"slug": "foursquare-location-matching",
"title": "Foursquare - Location Matching"
},
{
"slug": "facebook-v-predicting-check-ins",
"title": "Facebook V: Predicting Check Ins"
},
{
"slug": "facebook-ii",
"title": "Facebook II - Mapping the Internet"
},
{
"slug": "pkdd-15-predict-taxi-service-trajectory-i",
"title": "ECML/PKDD 15: Taxi Trajectory Prediction (I)"
}
]
},
{
"id": "satellite-imagery-analysis",
"name": "Satellite Imagery Analysis",
"description": "Competitions focused on analyzing satellite imagery for object detection, feature identification, land use classification, and environmental monitoring.",
"competitions": [
{
"slug": "draper-satellite-image-chronology",
"title": "Draper Satellite Image Chronology"
},
{
"slug": "dstl-satellite-imagery-feature-detection",
"title": "Dstl Satellite Imagery Feature Detection"
},
{
"slug": "planet-understanding-the-amazon-from-space",
"title": "Planet: Understanding the Amazon from Space"
},
{
"slug": "understanding_cloud_organization",
"title": "Understanding Clouds from Satellite Images"
},
{
"slug": "google-research-identify-contrails-reduce-global-warming",
"title": "Google Research - Identify Contrails to Reduce Global Warming"
}
]
},
{
"id": "species-distribution-environmental",
"name": "Species Distribution & Environmental Analysis",
"description": "Competitions centered on predicting species geographic distribution and environmental impact assessment from geospatial data.",
"competitions": [
{
"slug": "geolifeclef-2022-lifeclef-2022-fgvc9",
"title": "GeoLifeCLEF 2022 - LifeCLEF 2022 x FGVC9"
},
{
"slug": "geolifeclef-2024",
"title": "GeoLifeCLEF 2024 @ LifeCLEF & CVPR-FGVC"
},
{
"slug": "predict-impact-of-air-quality-on-death-rates",
"title": "Predict impact of air quality on mortality rates"
},
{
"slug": "playground-series-s3e20",
"title": "Predict CO2 Emissions in Rwanda"
}
]
}
]
},
{
"name": "Reinforcement Learning / Games",
"subcategories": [
{
"id": "game-playing-agents",
"name": "Game-Playing Agents",
"description": "Competitions focused on developing RL agents for complex multi-agent games with resource management, strategy, and competitive dynamics.",
"competitions": [
{
"slug": "lux-ai-2021",
"title": "Lux AI"
},
{
"slug": "lux-ai-season-2",
"title": "Lux AI Season 2"
},
{
"slug": "lux-ai-season-2-neurips-stage-2",
"title": "Lux AI Season 2 - NeurIPS Stage 2"
},
{
"slug": "lux-ai-season-3",
"title": "NeurIPS 2024 - Lux AI Season 3"
},
{
"slug": "kore-2022",
"title": "Kore 2022"
},
{
"slug": "kore-2022-beta",
"title": "Kore 2022 - Beta"
},
{
"slug": "halite",
"title": "Halite by Two Sigma"
},
{
"slug": "halite-iv-playground-edition",
"title": "Halite by Two Sigma - Playground Edition"
},
{
"slug": "google-football",
"title": "Google Research Football with Manchester City F.C."
},
{
"slug": "hungry-geese",
"title": "Hungry Geese"
},
{
"slug": "aidefensegame18011862",
"title": "AIDefenseGame18011862"
}
]
},
{
"id": "rl-research-applications",
"name": "RL Research and Specialized Applications",
"description": "Competitions and research projects exploring RL applications in specialized domains, algorithm variants, and agent development frameworks.",
"competitions": [
{
"slug": "iasdm2drl2022",
"title": "DRL for Finance"
},
{
"slug": "rock-paper-scissors",
"title": "Rock, Paper, Scissors"
},
{
"slug": "um-game-playing-strength-of-mcts-variants",
"title": "UM - Game-Playing Strength of MCTS Variants"
},
{
"slug": "agents-intensive-capstone-project",
"title": "Agents Intensive - Capstone Project"
}
]
}
]
},
{
"name": "Audio",
"subcategories": [
{
"id": "species-sound-identification",
"name": "Species Sound Identification",
"description": "Identify and classify specific species (primarily birds) from audio recordings using bioacoustic analysis.",
"competitions": [
{
"slug": "birdclef-2021",
"title": "BirdCLEF 2021 - Birdcall Identification"
},
{
"slug": "birdclef-2022",
"title": "BirdCLEF 2022"
},
{
"slug": "birdclef-2023",
"title": "BirdCLEF 2023"
},
{
"slug": "birdclef-2024",
"title": "BirdCLEF 2024"
},
{
"slug": "birdclef-2025",
"title": "BirdCLEF+ 2025"
},
{
"slug": "birdsong-recognition",
"title": "Cornell Birdcall Identification"
},
{
"slug": "rfcx-species-audio-detection",
"title": "Rainforest Connection Species Audio Detection"
}
]
},
{
"id": "general-audio-tagging-classification",
"name": "General Audio Tagging & Classification",
"description": "Classify and tag diverse audio content including music genres, sound types, and general audio events.",
"competitions": [
{
"slug": "2019-pr-midterm-musicclassification",
"title": "2019-PR-Midterm-MusicClassification"
},
{
"slug": "dcase2019-task1a-leaderboard",
"title": "DCASE2019 Challenge - Task1A Leaderboard"
},
{
"slug": "freesound-audio-tagging",
"title": "Freesound General-Purpose Audio Tagging Challenge"
},
{
"slug": "freesound-audio-tagging-2019",
"title": "Freesound Audio Tagging 2019"
},
{
"slug": "kaggle-pog-series-s01e02",
"title": "Music Classification"
}
]
}
]
},
{
"name": "Code / Programming",
"subcategories": [
{
"id": "mathematical-optimization-and-security",
"name": "Mathematical Problem Solving, Optimization & Cybersecurity",
"description": "Competitions combining mathematical problem solving, code optimization challenges, and security-focused capture-the-flag exercises.",
"competitions": [
{
"slug": "ai-mathematical-olympiad-prize",
"title": "AI Mathematical Olympiad - Progress Prize 1"
},
{
"slug": "ai-mathematical-olympiad-progress-prize-2",
"title": "AI Mathematical Olympiad - Progress Prize 2"
},
{
"slug": "google-code-golf-2025",
"title": "NeurIPS 2025 - Google Code Golf Championship"
},
{
"slug": "ai-village-capture-the-flag-defcon31",
"title": "AI Village Capture the Flag @ DEFCON31"
},
{
"slug": "ai-village-ctf",
"title": "AI Village Capture the Flag @ DEFCON"
}
]
},
{
"id": "code-analysis-and-prediction",
"name": "Code & System Analysis and Prediction",
"description": "Competitions involving analyzing code, binaries, or AI systems to understand characteristics, classify content, or predict performance metrics.",
"competitions": [
{
"slug": "AI4Code",
"title": "Google AI4Code \u2013 Understand Code in Python Notebooks"
},
{
"slug": "malware-classification",
"title": "Microsoft Malware Classification Challenge (BIG 2015)"
},
{
"slug": "fide-google-efficiency-chess-ai-challenge",
"title": "FIDE & Google Efficient Chess AI Challenge"
},
{
"slug": "predict-ai-model-runtime",
"title": "Google - Fast or Slow? Predict AI Model Runtime"
}
]
}
]
},
{
"name": "Graphs / Networks",
"subcategories": [
{
"id": "entity-resolution-community-detection",
"name": "Entity Resolution & Community Detection",
"description": "Identify and disambiguate entities in networks while discovering community structures and relationships.",
"competitions": [
{
"slug": "kdd-cup-2013-author-disambiguation",
"title": "KDD Cup 2013 - Author Disambiguation Challenge (Track 2)"
},
{
"slug": "kdd-cup-2013-author-paper-identification-challenge",
"title": "KDD Cup 2013 - Author-Paper Identification Challenge (Track 1)"
},
{
"slug": "learning-social-circles",
"title": "Learning Social Circles in Networks"
},
{
"slug": "socialNetwork",
"title": "IJCNN Social Network Challenge"
}
]
},
{
"id": "link-prediction",
"name": "Link Prediction",
"description": "Predict missing or future connections and edges in networks using graph structure and node features.",
"competitions": [
{
"slug": "icdm-2015-drawbridge-cross-device-connections",
"title": "ICDM 2015: Drawbridge Cross-Device Connections"
},
{
"slug": "msuedges",
"title": "\u041f\u0440\u043e\u0433\u043d\u043e\u0437 \u043f\u043e\u044f\u0432\u043b\u0435\u043d\u0438\u044f \u0440\u0451\u0431\u0435\u0440 (\u041c\u041c\u041f, \u0412\u041c\u041a, \u041c\u0413\u0423)"
},
{
"slug": "obj2vec",
"title": "\u0420\u0435\u0430\u043b\u0438\u0437\u0430\u0446\u0438\u044f \u0441\u0445\u043e\u0434\u0441\u0442\u0432 \u0433\u0440\u0430\u0444\u043e\u043c"
},
{
"slug": "whoisafriend",
"title": "Who is a Friend?"
}
]
}
]
},
{
"name": "Speech",
"subcategories": [
{
"id": "speech",
"name": "Speech",
"description": "Miscellaneous speech competitions",
"competitions": [
{
"slug": "bengaliai-speech",
"title": "Bengali.AI Speech Recognition"
},
{
"slug": "tensorflow-speech-recognition-challenge",
"title": "TensorFlow Speech Recognition Challenge"
}
]
}
]
}
]
}