
The Most Comprehensive List of Kaggle Solutions and Ideas
This is a list of almost all available solutions and ideas shared by top performers in the past Kaggle competitions. This list gets updated as soon as a new competition finishes. If you find a solution besides the ones listed here, I would encourage you to contribute to this repo by making a pull request. The symbols used in this list are described here.
If you found it interesting, you may give a star or make a fork
Check out the following markdown pages about Top Kagglers Tips/Tricks and all Kernels of The week.
Title & Description | Details | Solutions | Pins | |
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530. Playground Series Season 3, Episode 3
Tabular Classification with an Employee Attrition Dataset |
Prize: Swag Team: 665 Kind: Playground Metric: Year: 2023 |
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529. Santa 2022 - The Christmas Card Conundrum
Optimize the configuration space for printing an image |
Prize: $50,000 Team: 874 Kind: Featured Metric: Year: 2023 |
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528. Playground Series Season 3, Episode 2
Tabular Classification with a Stroke Prediction Dataset |
Prize: Swag Team: 770 Kind: Playground Metric: Year: 2023 |
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527. Playground Series Season 3, Episode 1
Tabular Regression with the California Housing Dataset |
Prize: Swag Team: 689 Kind: Playground Metric: Year: 2023 |
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526. NFL Big Data Bowl 2023
Help evaluate linemen on pass plays |
Prize: $100,000 Team: 0 Kind: Analytics Metric: Year: 2023 |
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525. Novozymes Enzyme Stability Prediction
Help identify the thermostable mutations in enzymes |
Prize: $25,000 Team: 2,482 Kind: Featured Metric: Year: 2023 |
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524. G2Net Detecting Continuous Gravitational Waves
Help us detect long-lasting gravitational-wave signals! |
Prize: $25,000 Team: 936 Kind: Research Metric: Year: 2023 |
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523. Lux Al 2022 - Beta
Terraform mars and help test season 2 of the Lux Al Challenge! |
Prize: Swag Team: 44 Kind: Playground Metric: Year: 2022 |
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522. DFL - Bundesliga Data Shootout
Identify plays based upon video footage |
Prize: $25,000 Team: 530 Kind: Featured Metric: Year: 2022 |
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521. Scrabble Player Rating
Predict players ratings based on Woogles.io gameplay |
Prize: Kudos Team: 301 Kind: Playground Metric: Year: 2022 |
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520. Tabular Playground Series - Nov 2022
Practice your ML skills on this approachable dataset! |
Prize: Swag Team: 689 Kind: Playground Metric: Year: 2022 |
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519. Feedback Prize - English Language Learning
Evaluating language knowledge of ELL students from grades 8-12 |
Prize: 2,654 Team: $55,000 Kind: Featured Metric: Year: 2022 |
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518. 2022 Kaggle Machine Learning & Data Science Survey
The most comprehensive dataset available on the state of ML and data science |
Prize: $30,000 Team: 0 Kind: Analytics Metric: Year: 2022 |
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517. Open Problems - Multimodal Single-Cell Integration
Predict how DNA, RNA & protein measurements co-vary in single cells |
Prize: $25,000 Team: 1,220 Kind: Featured Metric: Year: 2022 |
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516. Big Data Derby 2022
Analyze horse racing data to improve the health of the horse and strategy of competition |
Prize: $50,000 Team: 0 Kind: Analytics Metric: Year: 2022 |
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515. Google AI4Code – Understand Code in Python Notebooks
Predict the relationship between code and comments |
Prize: $150,000 Team: 1,135 Kind: Featured Metric: Year: 2022 |
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514. Tabular Playground Series - Oct 2022
Practice your ML skills on this approachable dataset! |
Prize: Swag Team: 463 Kind: Playground Metric: Mean Columnwise Log Loss Year: 2022 |
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513. RSNA 2022 Cervical Spine Fracture Detection
Identify cervical fractures from scans |
Prize: $30,000 Team: 883 Kind: Featured Metric: Weighted Mean Columnwise Log Loss Year: 2022 |
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512. Google Universal Image Embedding
Create image representations that work across many visual domains |
Prize: $50,000 Team: 1,022 Kind: Research Metric: PostProcessorKernelDesc Year: 2022 |
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511. JPX Tokyo Stock Exchange Prediction
Explore the Tokyo market with your data science skills |
Prize: $63,000 Team: 2,033 Kind: Featured Metric: JPXSharpe Year: 2022 |
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510. Mayo Clinic - STRIP AI
Image Classification of Stroke Blood Clot Origin |
Prize: $10,000 Team: 888 Kind: Research Metric: Weighted Multiclass Loss Year: 2022 |
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509. Tabular Playground Series - Sep 2022
Practice your ML skills on this approachable dataset! |
Prize: Swag Team: 1,381 Kind: Playground Metric: SMAPE Year: 2022 |
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508. HuBMAP + HPA - Hacking the Human Body
Segment multi-organ functional tissue units |
Prize: $60,000 Team: 1,175 Kind: Research Metric: - Year: 2022 |
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507. AI Village Capture the Flag @ DEFCON
Hack AI! Collect flags by evading, poisoning, stealing, and fooling AI/ML |
Prize: $25,000 Team: 668 Kind: Research Metric: Nvidia Defcon Year: 2022 |
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506. Tabular Playground Series - Aug 2022
Practice your ML skills on this approachable dataset! |
Prize: Swag Team: 1,888 Kind: Playground Metric: Area Under Receiver Operating Characteristic Curve Year: 2022 |
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505. American Express - Default Prediction
Predict if a customer will default in the future |
Prize: $100,000 Team: 4,874 Kind: Featured Metric: Amex Custom Gini And X% Percentage Capture Year: 2022 |
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504. Feedback Prize - Predicting Effective Arguments
Rate the effectiveness of argumentative writing elements from students grade 6-12 |
Prize: $55,000 Team: 1,557 Kind: Featured Metric: Multiclass Loss Year: 2022 |
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503. Tabular Playground Series - Jul 2022
Practice your ML skills on this approachable dataset! |
Prize: Swag Team: 1,253 Kind: Playground Metric: Adjusted Rand Index Year: 2022 |
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502. Google Smartphone Decimeter Challenge 2022
Improve high precision GNSS positioning and navigation accuracy on smartphones |
Prize: $10,000 Team: 571 Kind: Research Metric: SmartphoneDecimeter Year: 2022 |
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501. Kore 2022
Use a fleet of spaceships to mine minerals before your opponents |
Prize: $15,000 Team: 469 Kind: Featured Metric: kore_fleets Year: 2022 |
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500. Ubiquant Market Prediction
Make predictions against future market data |
Prize: $100,000 Team: 2,893 Kind: Featured Metric: MeanPearson Year: 2022 |
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499. UW-Madison GI Tract Image Segmentation
Track healthy organs in medical scans to improve cancer treatment |
Prize: $25,000 Team: 1,548 Kind: Research Metric: - Year: 2022 |
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498. Foursquare - Location Matching
Match point of interest data across datasets |
Prize: $25,000 Team: 1,079 Kind: Featured Metric: Jaccard Year: 2022 |
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497. Tabular Playground Series - Jun 2022
Practice your ML skills on this approachable dataset! |
Prize: Swag Team: 844 Kind: Playground Metric: Root Mean Squared Error Year: 2022 |
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496. U.S. Patent Phrase to Phrase Matching
Help Identify Similar Phrases in U.S. Patents |
Prize: $25,000 Team: 1,889 Kind: Featured Metric: PearsonCorrelationCoefficient Year: 2022 |
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495. Image Matching Challenge 2022
Register two images from different viewpoints |
Prize: $10,000 Team: 642 Kind: Research Metric: Image Matching Challenge pose mAA Year: 2022 |
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494. Tabular Playground Series - May 2022
Practice your ML skills on this approachable dataset! |
Prize: Swag Team: 1,151 Kind: Playground Metric: Area Under Receiver Operating Characteristic Curve Year: 2022 |
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493. Herbarium 2022 - FGVC9
Identify plant species of the Americas from herbarium specimens |
Prize: Knowledge Team: 134 Kind: Research Metric: Macro F-Score Year: 2022 |
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492. iWildCam 2022 - FGVC9
Count the number of animals in a sequence of images |
Prize: Knowledge Team: 24 Kind: Research Metric: Mean Absolute Error Year: 2022 |
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491. Sorghum -100 Cultivar Identification - FGVC 9
Identify crop varietals |
Prize: Knowledge Team: 252 Kind: Research Metric: Categorization Accuracy Year: 2022 |
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490. Hotel-ID to Combat Human Trafficking 2022 - FGVC9
Recognizing hotels to aid Human trafficking investigations |
Prize: Knowledge Team: 82 Kind: Research Metric: - Year: 2022 |
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489. BirdCLEF 2022
Identify bird calls in soundscapes |
Prize: $10,000 Team: 807 Kind: Research Metric: Weighted Categorization Accuracy Year: 2022 |
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488. GeoLifeCLEF 2022 - LifeCLEF 2022 x FGVC9
Location-based species presence prediction |
Prize: Knowledge Team: 52 Kind: Research Metric: - Year: 2022 |
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487. H&M Personalized Fashion Recommendations
Provide product recommendations based on previous purchases |
Prize: $50,000 Team: 2,952 Kind: Featured Metric: - Year: 2022 |
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486. G-Research Crypto Forecasting
Use your ML expertise to predict real crypto market data |
Prize: $125,000 Team: 1,946 Kind: Featured Metric: Weighted Correlation Coefficient Year: 2022 |
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485. NBME - Score Clinical Patient Notes
Identify Key Phrases in Patient Notes from Medical Licensing Exams |
Prize: $50,000 Team: 1,471 Kind: Featured Metric: Medical Board F-Beta Year: 2022 |
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484. Tabular Playground Series - Apr 2022
Practice your ML skills on this approachable dataset! |
Prize: Swag Team: 816 Kind: Playground Metric: Area Under Receiver Operating Characteristic Curve Year: 2022 |
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483. Happywhale - Whale and Dolphin Identification
Identify whales and dolphins by unique characteristics |
Prize: $25,000 Team: 1,588 Kind: Research Metric: - Year: 2022 |
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482. Kore 2022 - Beta
Collect the maximum amount of Kore against your opponents |
Prize: Swag Team: 58 Kind: Playground Metric: kore_fleets Year: 2022 |
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481. March Machine Learning Mania 2022 - Men’s
Predict the 2022 College Mens Basketball Tournament |
Prize: $25,000 Team: 930 Kind: Featured Metric: Log Loss Year: 2022 |
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480. March Machine Learning Mania 2022 - Womens
Predict the 2022 College Womens Basketball Tournament |
Prize: $25,000 Team: 651 Kind: Featured Metric: Log Loss Year: 2022 |
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479. Tabular Playground Series - Mar 2022
Practice your ML skills on this approachable dataset! |
Prize: Swag Team: 956 Kind: Playground Metric: Mean Absolute Error Year: 2022 |
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478. Feedback Prize - Evaluating Student Writing
Analyze argumentative writing elements from students grade 6-12 |
Prize: $160,000 Team: 2,058 Kind: Featured Metric: TextOverlapFBeta Year: 2022 |
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477. Tabular Playground Series - Feb 2022
Practice your ML skills on this approachable dataset! |
Prize: Swag Team: 1,255 Kind: Playground Metric: Categorization Accuracy Year: 2022 |
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476. TensorFlow - Help Protect the Great Barrier Reef
Detect crown-of-thorns starfish in underwater image data |
Prize: $150,000 Team: 2,025 Kind: Research Metric: CSIROObjectDetectionFBeta Year: 2022 |
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475. Jigsaw Rate Severity of Toxic Comments
Rank relative ratings of toxicity between comments |
Prize: $50,000 Team: 2,301 Kind: Featured Metric: Jigsaw Agreement with Annotators Year: 2022 |
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474. Tabular Playground Series - Jan 2022
Practice your ML skills on this approachable dataset! |
Prize: Kudos Team: 1,591 Kind: Playground Metric: SMAPE Year: 2022 |
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473. PetFinder.my - Pawpularity Contest
Predict the popularity of shelter pet photos |
Prize: $25,000 Team: 3,537 Kind: Research Metric: Root Mean Squared Error Year: 2022 |
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472. Santa 2021 - The Merry Movie Montage
Optimize television programming for the winter season |
Prize: $25,000 Team: 867 Kind: Featured Metric: Santas Superpermutations 2021 Year: 2022 |
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471. Optiver Realized Volatility Prediction
Apply your data science skills to make financial markets better |
Prize: $100,000 Team: 3,852 Kind: Featured Metric: Root Mean Square Percentage Error Year: 2022 |
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470. NFL Big Data Bowl 2022
Help evaluate special teams performance |
Prize: $100,000 Team: 0 Kind: Analytics Metric: - Year: 2022 |
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469. Tabular Playground Series - Dec 2021
Practice your ML skills on this approachable dataset! |
Prize: Swag Team: 1,188 Kind: Playground Metric: Categorization Accuracy Year: 2021 |
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468. Sartorius - Cell Instance Segmentation
Detect single neuronal cells in microscopy images |
Prize: $75,000 Team: 1,505 Kind: Featured Metric: IntersectionOverUnionObjectSegmentation Year: 2021 |
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467. Lux AI
Gather the most resources and survive the night! |
Prize: $10,000 Team: 1,178 Kind: Featured Metric: Lux AI 2021 Year: 2021 |
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466. Wikipedia - Image/Caption Matching
Retrieve captions based on images |
Prize: Swag Team: 105 Kind: Playground Metric: - Year: 2021 |
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465. Tabular Playground Series - Nov 2021
Practice your ML skills on this approachable dataset! |
Prize: Swag Team: 1,362 Kind: Playground Metric: Area Under Receiver Operating Characteristic Curve Year: 2021 |
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464. 2021 Kaggle Machine Learning & Data Science Survey
The most comprehensive dataset available on the state of ML and data science |
Prize: $30,000 Team: 0 Kind: Analytics Metric: - Year: 2021 |
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463. chaii - Hindi and Tamil Question Answering
Identify the answer to questions found in Indian language passages |
Prize: $10,000 Team: 943 Kind: Research Metric: Jaccard Year: 2021 |
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462. Google Brain - Ventilator Pressure Prediction
Simulate a ventilator connected to a sedated patients lung |
Prize: $7,500 Team: 2,605 Kind: Research Metric: Mean Absolute Error Year: 2021 |
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461. NFL Health & Safety - Helmet Assignment
Segment and label helmets in video footage |
Prize: $100,000 Team: 825 Kind: Featured Metric: NFL Helmet Identification Year: 2021 |
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460. Tabular Playground Series - Oct 2021
Practice your ML skills on this approachable dataset! |
Prize: Swag Team: 1,089 Kind: Playground Metric: Area Under Receiver Operating Characteristic Curve Year: 2021 |
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459. RSNA-MICCAI Brain Tumor Radiogenomic Classification
Predict the status of a genetic biomarker important for brain cancer treatment |
Prize: $30,000 Team: 1,555 Kind: Featured Metric: Area Under Receiver Operating Characteristic Curve Year: 2021 |
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458. Google Landmark Retrieval 2021
Given an image, can you find all of the same landmarks in a dataset? |
Prize: Swag Team: 263 Kind: Research Metric: - Year: 2021 |
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457. Google Landmark Recognition 2021
Label famous, and not-so-famous, landmarks in images |
Prize: Swag Team: 383 Kind: Research Metric: GoogleGlobalAP Year: 2021 |
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456. LearnPlatform COVID-19 Impact on Digital Learning
Use digital learning data to analyze the impact of COVID-19 on student learning |
Prize: $20,000 Team: 0 Kind: Analytics Metric: - Year: 2021 |
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455. Tabular Playground Series - Sep 2021
Practice your ML skills on this approachable dataset! |
Prize: Swag Team: 1,942 Kind: Playground Metric: Area Under Receiver Operating Characteristic Curve Year: 2021 |
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454. G2Net Gravitational Wave Detection
Find gravitational wave signals from binary black hole collisions |
Prize: $15,000 Team: 1,219 Kind: Research Metric: Area Under Receiver Operating Characteristic Curve Year: 2021 |
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453. MLB Player Digital Engagement Forecasting
Predict fan engagement with baseball player digital content |
Prize: $50,000 Team: 852 Kind: Featured Metric: Mean Columnwise Mean Absolute Error Year: 2021 |
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452. Tabular Playground Series - Aug 2021
Practice your ML skills on this approachable dataset! |
Prize: Swag Team: 1,753 Kind: Playground Metric: Root Mean Squared Error Year: 2021 |
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451. Jane Street Market Prediction
Test your model against future real market data |
Prize: $100,000 Team: 4,245 Kind: Featured Metric: Jane Street Trading Year: 2021 |
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450. SETI Breakthrough Listen - E.T. Signal Search
Find extraterrestrial signals in data from deep space |
Prize: $15,000 Team: 768 Kind: Research Metric: Area Under Receiver Operating Characteristic Curve Year: 2021 |
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449. Hungry Geese
Dont. Stop. Eating. |
Prize: Prizes Team: 875 Kind: Playground Metric: Hungry Geese Year: 2021 |
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448. SIIM-FISABIO-RSNA COVID-19 Detection
Identify and localize COVID-19 abnormalities on chest radiographs |
Prize: $100,000 Team: 1,305 Kind: Featured Metric: OpenImagesObjectDetectionAP Year: 2021 |
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447. Google Smartphone Decimeter Challenge
Improve high precision GNSS positioning and navigation accuracy on smartphones |
Prize: $10,000 Team: 810 Kind: Research Metric: SmartphoneDecimeter Year: 2021 |
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446. CommonLit Readability Prize
Rate the complexity of literary passages for grades 3-12 classroom use |
Prize: $60,000 Team: 3,633 Kind: Featured Metric: Root Mean Squared Error Year: 2021 |
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445. Tabular Playground Series - Jul 2021
Practice your ML skills on this approachable dataset! |
Prize: Swag Team: 1,293 Kind: Playground Metric: Mean Columnwise Root Mean Squared Logarithmic Error Year: 2021 |
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444. Tabular Playground Series - Jun 2021
Practice your ML skills on this approachable dataset! |
Prize: Swag Team: 1,171 Kind: Playground Metric: Multiclass Loss Year: 2021 |
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443. Coleridge Initiative - Show US the Data
Discover how data is used for the public good |
Prize: $90,000 Team: 1,610 Kind: Featured Metric: JaccardFbeta Year: 2021 |
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442. Bristol-Myers Squibb – Molecular Translation
Can you translate chemical images to text? |
Prize: $50,000 Team: 874 Kind: Featured Metric: Levenshtein Mean Year: 2021 |
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441. Tabular Playground Series - May 2021
Practice your ML skills on this approachable dataset! |
Prize: Swag Team: 1,097 Kind: Playground Metric: Multiclass Loss Year: 2021 |
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440. iWildcam 2021 - FGVC8
Count the number of animals of each species present in a sequence of images |
Prize: Knowledge Team: 42 Kind: Research Metric: Mean Columnwise Root Mean Squared Error Year: 2021 |
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439. Herbarium 2021 - Half-Earth Challenge - FGVC8
Identify plant species of the Americas, Oceania and the Pacific from herbarium specimens |
Prize: Knowledge Team: 80 Kind: Research Metric: Macro F-Score Year: 2021 |
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438. Plant Pathology 2021 - FGVC8
Identify the category of foliar diseases in apple trees |
Prize: Knowledge Team: 626 Kind: Research Metric: Mean F-Score Year: 2021 |
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437. Hotel-ID to Combat Human Trafficking 2021 - FGVC8
Recognizing hotels to aid Human trafficking investigations |
Prize: Knowledge Team: 92 Kind: Research Metric: - Year: 2021 |
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436. Hash Code 2021 - Traffic Signaling
Optimize city traffic in this extension of the 2021 Hash Code qualifier |
Prize: Knowledge Team: 179 Kind: Playground Metric: PostProcessorKernelDesc Year: 2021 |
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435. Indoor Location & Navigation
Identify the position of a smartphone in a shopping mall |
Prize: $10,000 Team: 1,170 Kind: Research Metric: Indoor Localization Mean Position Error Year: 2021 |
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434. Human Protein Atlas - Single Cell Classification
Find individual human cell differences in microscope images |
Prize: $25,000 Team: 757 Kind: Featured Metric: OpenImagesObjDetectionSegmentationAP Year: 2021 |
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433. HuBMAP - Hacking the Kidney
Identify glomeruli in human kidney tissue images |
Prize: $60,000 Team: 1,200 Kind: Research Metric: - Year: 2021 |
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432. Shopee - Price Match Guarantee
Determine if two products are the same by their images |
Prize: $30,000 Team: 2,426 Kind: Featured Metric: Mean F-Score Year: 2021 |
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431. Tabular Playground Series - Apr 2021
Synthanic - Youre going to need a bigger boat |
Prize: Swag Team: 1,244 Kind: Playground Metric: Categorization Accuracy Year: 2021 |
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430. March Machine Learning Mania 2021 - NCAAM
Predict the 2021 NCAAM Basketball Tournament |
Prize: Prizes Team: 707 Kind: Playground Metric: Log Loss Year: 2021 |
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429. March Machine Learning Mania 2021 - NCAAM - Spread
Predict the margin of victory in the 2021 mens tournament |
Prize: Knowledge Team: 96 Kind: Playground Metric: Root Mean Squared Error Year: 2021 |
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428. March Machine Learning Mania 2021 - NCAAW
Predict the 2021 NCAAW Basketball Tournament |
Prize: Prizes Team: 451 Kind: Playground Metric: Log Loss Year: 2021 |
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427. March Machine Learning Mania 2021 - NCAAW - Spread
Predict the margin of victory in the 2021 womens tournament |
Prize: Knowledge Team: 70 Kind: Playground Metric: Root Mean Squared Error Year: 2021 |
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426. Tabular Playground Series - Mar 2021
Practice your ML skills on this approachable dataset! |
Prize: Swag Team: 1,495 Kind: Playground Metric: Area Under Receiver Operating Characteristic Curve Year: 2021 |
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425. VinBigData Chest X-ray Abnormalities Detection
Automatically localize and classify thoracic abnormalities from chest radiographs |
Prize: $50,000 Team: 1,277 Kind: Featured Metric: OpenImagesObjectDetectionAP Year: 2021 |
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424. RANZCR CLiP - Catheter and Line Position Challenge
Classify the presence and correct placement of tubes on chest x-rays to save lives |
Prize: $50,000 Team: 1,547 Kind: Featured Metric: Mean Columnwise Area Under Receiver Operating Characteristic Curve Year: 2021 |
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423. Tabular Playground Series - Feb 2021
Practice your ML skills on this approachable dataset! |
Prize: Swag Team: 1,433 Kind: Playground Metric: Root Mean Squared Error Year: 2021 |
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422. Santa 2020 - The Candy Cane Contest
May your workdays be merry and bright |
Prize: Prizes Team: 788 Kind: Featured Metric: Santa 2020 Beta Year: 2021 |
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421. Rock, Paper, Scissors
Shoot! |
Prize: Prizes Team: 1,663 Kind: Playground Metric: Rock, Paper, Scissors Year: 2021 |
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420. Cassava Leaf Disease Classification
Identify the type of disease present on a Cassava Leaf image |
Prize: $18,000 Team: 3,900 Kind: Research Metric: Categorization Accuracy Year: 2021 |
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419. Rainforest Connection Species Audio Detection
Automate the detection of bird and frog species in a tropical soundscape |
Prize: $15,000 Team: 1,143 Kind: Research Metric: Weighted Label Ranking Average Precision Year: 2021 |
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418. Acea Smart Water Analytics
Can you help preserve "blue gold" using data to predict water availability? |
Prize: $25,000 Team: - Kind: Analytics Metric: - Year: 2021 |
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417. Tabular Playground Series - Jan 2021
Practice your ML regression skills on this approachable dataset! |
Prize: Swag Team: 1,728 Kind: Playground Metric: Root Mean Squared Error Year: 2021 |
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416. Riiid Answer Correctness Prediction
Track knowledge states of 1M+ students in the wild |
Prize: $100,000 Team: 3,395 Kind: Featured Metric: Area Under Receiver Operating Characteristic Curve Year: 2021 |
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415. NFL Big Data Bowl 2021
Help evaluate defensive performance on passing plays |
Prize: $100,000 Team: - Kind: Analytics Metric: - Year: 2021 |
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414. INGV - Volcanic Eruption Prediction
Discover hidden precursors in geophysical data to help emergency response |
Prize: Swag Team: 620 Kind: Playground Metric: Mean Absolute Error Year: 2021 |
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413. 2020 Kaggle Machine Learning & Data Science Survey
The most comprehensive dataset available on the state of ML and data science |
Prize: $30,000 Team: - Kind: Analytics Metric: - Year: 2021 |
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412. NFL 1st and Future - Impact Detection
Detect helmet impacts in videos of NFL plays |
Prize: $75,000 Team: 459 Kind: Featured Metric: PostProcessorKernelDesc Year: 2021 |
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411. Halite by Two Sigma - Playground Edition
Collect the most halite during your match in space |
Prize: Knowledge Team: 79 Kind: Playground Metric: Halite Year: 2020 |
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410. Hash Code Archive - Drone Delivery
Can you help coordinate the drone delivery supply chain? |
Prize: Knowledge Team: 130 Kind: Playground Metric: PostProcessorKernelDesc Year: 2020 |
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409. Google Research Football with Manchester City F.C.
Train agents to master the worlds most popular sport |
Prize: $6,000 Team: 1,138 Kind: Featured Metric: Football Year: 2020 |
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408. CDP - Unlocking Climate Solutions
City-Business Collaboration for a Sustainable Future |
Prize: $91,000 Team: - Kind: Analytics Metric: - Year: 2020 |
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407. Mechanisms of Action (MoA) Prediction
Can you improve the algorithm that classifies drugs based on their biological activity? |
Prize: $30,000 Team: 4,373 Kind: Research Metric: Mean Columnwise Log Loss Year: 2020 |
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406. Conways Reverse Game of Life 2020
Reverse the arrow of time in the Game of Life |
Prize: Swag Team: 188 Kind: Playground Metric: PostProcessorKernel Year: 2020 |
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405. Lyft Motion Prediction for Autonomous Vehicles
Build motion prediction models for self-driving vehicles |
Prize: $30,000 Team: 935 Kind: Featured Metric: PostProcessorKernel Year: 2020 |
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404. RSNA STR Pulmonary Embolism Detection
Classify Pulmonary Embolism cases in chest CT scans |
Prize: $30,000 Team: 784 Kind: Featured Metric: Weighted Mean Columnwise Log Loss Year: 2020 |
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403. OSIC Pulmonary Fibrosis Progression
Predict lung function decline |
Prize: $55,000 Team: 2,097 Kind: Featured Metric: Laplace Log Likelihood Year: 2020 |
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402. OpenVaccine: COVID-19 mRNA Vaccine Degradation Prediction
Urgent need to bring the COVID-19 vaccine to mass production |
Prize: $25,000 Team: 1,636 Kind: Research Metric: Mean Weighted Columnwise Root Mean Squared Error Year: 2020 |
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401. Google Landmark Recognition 2020
Label famous (and not-so-famous) landmarks in images |
Prize: $25,000 Team: 736 Kind: Research Metric: GoogleGlobalAP Year: 2020 |
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400. Halite by Two Sigma
Collect the most halite during your match in space |
Prize: Swag Team: 1,139 Kind: Featured Metric: Halite Year: 2020 |
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399. Cornell Birdcall Identification
Build tools for bird population monitoring |
Prize: $25,000 Team: 1,390 Kind: Research Metric: Mean F-Score Beta Year: 2020 |
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398. Global Wheat Detection
Can you help identify wheat heads using image analysis? |
Prize: $15,000 Team: 2,245 Kind: Research Metric: RSNAObjectDetectionAP Year: 2020 |
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397. Google Landmark Retrieval 2020
Given an image, can you find all of the same landmarks in a dataset? |
Prize: $25,000 Team: 541 Kind: Research Metric: PostProcessorKernelDesc Year: 2020 |
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396. SIIM-ISIC Melanoma Classification
Identify melanoma in lesion images |
Prize: $30,000 Team: 3,314 Kind: Featured Metric: Mean Columnwise Area Under Receiver Operating Characteristic Curve Year: 2020 |
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395. Open Images Object Detection RVC 2020 edition
Detect objects in varied and complex images |
Prize: Knowledge Team: 89 Kind: Playground Metric: OpenImagesObjectDetectionAP Year: 2020 |
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394. Open Images Instance Segmentation RVC 2020 edition
Outline segmentation masks of objects in images |
Prize: Knowledge Team: 18 Kind: Playground Metric: OpenImagesObjDetectionSegmentationAP Year: 2020 |
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393. Hash Code Archive - Photo Slideshow Optimization
Optimizing a photo album from Hash Code 2019 |
Prize: Knowledge Team: 89 Kind: Playground Metric: PostProcessorKernelDesc Year: 2020 |
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392. Prostate cANcer graDe Assessment (PANDA) Challenge
Prostate cancer diagnosis using the Gleason grading system |
Prize: $25,000 Team: 1,010 Kind: Featured Metric: QuadraticWeightedKappa Year: 2020 |
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391. ALASKA2 Image Steganalysis
Detect secret data hidden within digital images |
Prize: $25,000 Team: 1,095 Kind: Research Metric: Weighted Area Under Receiver Operating Characteristic Curve Year: 2020 |
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390. M5 Forecasting - Accuracy
Estimate the unit sales of Walmart retail goods |
Prize: $50,000 Team: 5,558 Kind: Featured Metric: M5 Weighted (Rowwise) Root Mean Squared Scaled Error Year: 2020 |
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389. M5 Forecasting - Uncertainty
Estimate the uncertainty distribution of Walmart unit sales. |
Prize: $50,000 Team: 909 Kind: Featured Metric: Weighted Rowwise Pinball Loss Year: 2020 |
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388. TReNDS Neuroimaging
Multiscanner normative age and assessments prediction with brain function, structure, and connectivity |
Prize: $25,000 Team: 1,047 Kind: Research Metric: Weighted Mean Absolute Error Year: 2020 |
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387. Jigsaw Multilingual Toxic Comment Classification
Use TPUs to identify toxicity comments across multiple languages |
Prize: $50,000 Team: 1,621 Kind: Featured Metric: Area Under Receiver Operating Characteristic Curve Year: 2020 |
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386. Tweet Sentiment Extraction
Extract support phrases for sentiment labels |
Prize: $15,000 Team: 2,227 Kind: Featured Metric: Jaccard Year: 2020 |
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385. TREC-COVID Information Retrieval
Build a pandemic document retrieval system |
Prize: Kudos Team: 19 Kind: Research Metric: - Year: 2020 |
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384. iMet Collection 2020 - FGVC7
Recognize artwork attributes from The Metropolitan Museum of Art |
Prize: Knowledge Team: 96 Kind: Research Metric: Mean F-Score Beta Year: 2020 |
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383. Abstraction and Reasoning Challenge
Create an AI capable of solving reasoning tasks it has never seen before |
Prize: $20,000 Team: 914 Kind: Research Metric: - Year: 2020 |
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382. Plant Pathology 2020 - FGVC7
Identify the category of foliar diseases in apple trees |
Prize: Knowledge Team: 1,317 Kind: Research Metric: Mean Columnwise Area Under Receiver Operating Characteristic Curve Year: 2020 |
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381. iMaterialist (Fashion) 2020 at FGVC7
Fine-grained segmentation task for fashion and apparel |
Prize: Knowledge Team: 56 Kind: Research Metric: IntersectionOverUnionObjectSegmentationWithF1 Year: 2020 |
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380. iWildCam 2020 - FGVC7
Categorize animals in the wild |
Prize: Knowledge Team: 126 Kind: Research Metric: Categorization Accuracy Year: 2020 |
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379. Herbarium 2020 - FGVC7
Identify plant species from herbarium specimens. Data from New York Botanical Garden. |
Prize: Knowledge Team: 126 Kind: Research Metric: Macro F-Score Year: 2020 |
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378. University of Liverpool - Ion Switching
Identify the number of channels open at each time point |
Prize: $25,000 Team: 2,618 Kind: Research Metric: Macro F-Score Year: 2020 |
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377. Flower Classification with TPUs
Use TPUs to classify 104 types of flowers |
Prize: - Team: 848 Kind: Playground Metric: Macro F-Score Year: 2020 |
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376. COVID19 Global Forecasting (Week 5)
Forecast daily COVID-19 spread in regions around world |
Prize: Knowledge Team: 173 Kind: Research Metric: Weighted Pinball Loss Year: 2020 |
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375. Google Cloud & NCAA® March Madness Analytics
Uncover the madness of March Madness® |
Prize: $25,000 Team: - Kind: Analytics Metric: Log Loss Year: 2020 |
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374. Deepfake Detection Challenge
Identify videos with facial or voice manipulations |
Prize: $1,000,000 Team: 2,226 Kind: Featured Metric: Log Loss Year: 2020 |
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373. COVID19 Global Forecasting (Week 4)
Forecast daily COVID-19 spread in regions around world |
Prize: Knowledge Team: 472 Kind: Research Metric: Mean Columnwise Root Mean Squared Logarithmic Error Year: 2020 |
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372. COVID19 Global Forecasting (Week 3)
Forecast daily COVID-19 spread in regions around world |
Prize: Knowledge Team: 452 Kind: Research Metric: Mean Columnwise Root Mean Squared Logarithmic Error Year: 2020 |
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371. COVID19 Global Forecasting (Week 2)
Forecast daily COVID-19 spread in regions around world |
Prize: Knowledge Team: 215 Kind: Research Metric: Mean Columnwise Root Mean Squared Logarithmic Error Year: 2020 |
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370. Categorical Feature Encoding Challenge II
Binary classification, with every feature a categorical (and interactions!) |
Prize: Swag Team: 1,161 Kind: Playground Metric: Area Under Receiver Operating Characteristic Curve Year: 2020 |
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369. ImageNet Object Localization Challenge
Identify the objects in images |
Prize: Knowledge Team: 75 Kind: Research Metric: ImageNetObjectLocalization Year: 2020 |
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368. COVID19 Global Forecasting (Week 1)
Forecast daily COVID-19 spread in regions around world |
Prize: Knowledge Team: 544 Kind: Research Metric: Mean Columnwise Root Mean Squared Logarithmic Error Year: 2020 |
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367. COVID19 Local US-CA Forecasting (Week 1)
Forecast daily COVID-19 spread in California, USA |
Prize: Knowledge Team: 190 Kind: Research Metric: Mean Columnwise Root Mean Squared Logarithmic Error Year: 2020 |
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366. DS4G: Environmental Insights Explorer
Exploring alternatives for emissions factor calculations |
Prize: $25,000 Team: - Kind: Analytics Metric: - Year: 2020 |
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365. Google Cloud & NCAA® ML Competition 2020-NCAAW
Apply Machine Learning to NCAA® March Madness® |
Prize: Kudos Team: - Kind: Featured Metric: Log Loss Year: 2020 |
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364. Google Cloud & NCAA® ML Competition 2020-NCAAM
Apply Machine Learning to NCAA® March Madness® |
Prize: Kudos Team: - Kind: Featured Metric: Log Loss Year: 2020 |
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363. Bengali.AI Handwritten Grapheme Classification
Classify the components of handwritten Bengali |
Prize: $10,000 Team: 2,059 Kind: Research Metric: Weighted Categorization Accuracy Year: 2020 |
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362. Google QUEST Q&A Labeling
Improving automated understanding of complex question answer content |
Prize: $25,000 Team: 1,571 Kind: Featured Metric: Mean Columnwise Spearmans r (rank correlation coefficient) Year: 2020 |
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361. TensorFlow 2.0 Question Answering
Identify the answers to real user questions about Wikipedia page content |
Prize: $50,000 Team: 1,240 Kind: Featured Metric: NQMicroF1 Year: 2020 |
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360. 2019 Data Science Bowl
Uncover the factors to help measure how young children learn |
Prize: $160,000 Team: 3,497 Kind: Featured Metric: QuadraticWeightedKappa Year: 2020 |