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The Most Comprehensive List of Kaggle Solutions and Ideas

This is a list of almost all available solutions and ideas shared by top performers in the past Kaggle competitions. This list will gets updated as soon as a new competition finishes. If you find a solution besides the ones listed here, I would encourage you to contribute to this repo by making a pull request. The symbols used in this list are described here.

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Check out the following markdown pages about Top Kagglers Tips/Tricks and all Kernels of The week.



Title & Description Details Solutions Pins
441. Tabular Playground Series - May 2021

Practice your ML skills on this approachable dataset!

Prize: Swag

Team: 1,097

Kind: Playground

Metric: Multiclass Loss

Year: 2021


440. iWildcam 2021 - FGVC8

Count the number of animals of each species present in a sequence of images

Prize: Knowledge

Team: 42

Kind: Research

Metric: Mean Columnwise Root Mean Squared Error

Year: 2021


439. Herbarium 2021 - Half-Earth Challenge - FGVC8

Identify plant species of the Americas, Oceania and the Pacific from herbarium specimens

Prize: Knowledge

Team: 80

Kind: Research

Metric: Macro F-Score

Year: 2021


438. Plant Pathology 2021 - FGVC8

Identify the category of foliar diseases in apple trees

Prize: Knowledge

Team: 626

Kind: Research

Metric: Mean F-Score

Year: 2021


437. Hotel-ID to Combat Human Trafficking 2021 - FGVC8

Recognizing hotels to aid Human trafficking investigations

Prize: Knowledge

Team: 92

Kind: Research

Metric: -

Year: 2021


436. Hash Code 2021 - Traffic Signaling

Optimize city traffic in this extension of the 2021 Hash Code qualifier

Prize: Knowledge

Team: 179

Kind: Playground

Metric: PostProcessorKernelDesc

Year: 2021

  • Not Available!

435. Indoor Location & Navigation

Identify the position of a smartphone in a shopping mall

Prize: $10,000

Team: 1,170

Kind: Research

Metric: Indoor Localization Mean Position Error

Year: 2021


434. Human Protein Atlas - Single Cell Classification

Find individual human cell differences in microscope images

Prize: $25,000

Team: 757

Kind: Featured

Metric: OpenImagesObjDetectionSegmentationAP

Year: 2021


433. HuBMAP - Hacking the Kidney

Identify glomeruli in human kidney tissue images

Prize: $60,000

Team: 1,200

Kind: Research

Metric: -

Year: 2021


432. Shopee - Price Match Guarantee

Determine if two products are the same by their images

Prize: $30,000

Team: 2,426

Kind: Featured

Metric: Mean F-Score

Year: 2021


431. Tabular Playground Series - Apr 2021

Synthanic - Youre going to need a bigger boat

Prize: Swag

Team: 1,244

Kind: Playground

Metric: Categorization Accuracy

Year: 2021


430. March Machine Learning Mania 2021 - NCAAM

Predict the 2021 NCAAM Basketball Tournament

Prize: Prizes

Team: 707

Kind: Playground

Metric: Log Loss

Year: 2021


429. March Machine Learning Mania 2021 - NCAAM - Spread

Predict the margin of victory in the 2021 mens tournament

Prize: Knowledge

Team: 96

Kind: Playground

Metric: Root Mean Squared Error

Year: 2021

  • Not Available!

428. March Machine Learning Mania 2021 - NCAAW

Predict the 2021 NCAAW Basketball Tournament

Prize: Prizes

Team: 451

Kind: Playground

Metric: Log Loss

Year: 2021


427. March Machine Learning Mania 2021 - NCAAW - Spread

Predict the margin of victory in the 2021 womens tournament

Prize: Knowledge

Team: 70

Kind: Playground

Metric: Root Mean Squared Error

Year: 2021


426. Tabular Playground Series - Mar 2021

Practice your ML skills on this approachable dataset!

Prize: Swag

Team: 1,495

Kind: Playground

Metric: Area Under Receiver Operating Characteristic Curve

Year: 2021


425. VinBigData Chest X-ray Abnormalities Detection

Automatically localize and classify thoracic abnormalities from chest radiographs

Prize: $50,000

Team: 1,277

Kind: Featured

Metric: OpenImagesObjectDetectionAP

Year: 2021


424. RANZCR CLiP - Catheter and Line Position Challenge

Classify the presence and correct placement of tubes on chest x-rays to save lives

Prize: $50,000

Team: 1,547

Kind: Featured

Metric: Mean Columnwise Area Under Receiver Operating Characteristic Curve

Year: 2021


423. Tabular Playground Series - Feb 2021

Practice your ML skills on this approachable dataset!

Prize: Swag

Team: 1,433

Kind: Playground

Metric: Root Mean Squared Error

Year: 2021


422. Santa 2020 - The Candy Cane Contest

May your workdays be merry and bright

Prize: Prizes

Team: 788

Kind: Featured

Metric: Santa 2020 Beta

Year: 2021


421. Rock, Paper, Scissors

Shoot!

Prize: Prizes

Team: 1,663

Kind: Playground

Metric: Rock, Paper, Scissors

Year: 2021


420. Cassava Leaf Disease Classification

Identify the type of disease present on a Cassava Leaf image

Prize: $18,000

Team: 3,900

Kind: Research

Metric: Categorization Accuracy

Year: 2021


419. Rainforest Connection Species Audio Detection

Automate the detection of bird and frog species in a tropical soundscape

Prize: $15,000

Team: 1,143

Kind: Research

Metric: Weighted Label Ranking Average Precision

Year: 2021


418. Acea Smart Water Analytics

Can you help preserve "blue gold" using data to predict water availability?

Prize: $25,000

Team: -

Kind: Analytics

Metric: -

Year: 2021

  • Not Available!

417. Tabular Playground Series - Jan 2021

Practice your ML regression skills on this approachable dataset!

Prize: Swag

Team: 1,728

Kind: Playground

Metric: Root Mean Squared Error

Year: 2021


416. Riiid Answer Correctness Prediction

Track knowledge states of 1M+ students in the wild

Prize: $100,000

Team: 3,395

Kind: Featured

Metric: Area Under Receiver Operating Characteristic Curve

Year: 2021


415. NFL Big Data Bowl 2021

Help evaluate defensive performance on passing plays

Prize: $100,000

Team: -

Kind: Analytics

Metric: -

Year: 2021

  • Not Available!

414. INGV - Volcanic Eruption Prediction

Discover hidden precursors in geophysical data to help emergency response

Prize: Swag

Team: 620

Kind: Playground

Metric: Mean Absolute Error

Year: 2021


413. 2020 Kaggle Machine Learning & Data Science Survey

The most comprehensive dataset available on the state of ML and data science

Prize: $30,000

Team: -

Kind: Analytics

Metric: -

Year: 2021

  • Not Available!

412. NFL 1st and Future - Impact Detection

Detect helmet impacts in videos of NFL plays

Prize: $75,000

Team: 459

Kind: Featured

Metric: PostProcessorKernelDesc

Year: 2021


411. Halite by Two Sigma - Playground Edition

Collect the most halite during your match in space

Prize: Knowledge

Team: 79

Kind: Playground

Metric: Halite

Year: 2020

  • Not Available!

410. Hash Code Archive - Drone Delivery

Can you help coordinate the drone delivery supply chain?

Prize: Knowledge

Team: 130

Kind: Playground

Metric: PostProcessorKernelDesc

Year: 2020


409. Google Research Football with Manchester City F.C.

Train agents to master the worlds most popular sport

Prize: $6,000

Team: 1,138

Kind: Featured

Metric: Football

Year: 2020


408. CDP - Unlocking Climate Solutions

City-Business Collaboration for a Sustainable Future

Prize: $91,000

Team: -

Kind: Analytics

Metric: -

Year: 2020

  • Not Available!

407. Mechanisms of Action (MoA) Prediction

Can you improve the algorithm that classifies drugs based on their biological activity?

Prize: $30,000

Team: 4,373

Kind: Research

Metric: Mean Columnwise Log Loss

Year: 2020


406. Conways Reverse Game of Life 2020

Reverse the arrow of time in the Game of Life

Prize: Swag

Team: 188

Kind: Playground

Metric: PostProcessorKernel

Year: 2020


405. Lyft Motion Prediction for Autonomous Vehicles

Build motion prediction models for self-driving vehicles

Prize: $30,000

Team: 935

Kind: Featured

Metric: PostProcessorKernel

Year: 2020


404. RSNA STR Pulmonary Embolism Detection

Classify Pulmonary Embolism cases in chest CT scans

Prize: $30,000

Team: 784

Kind: Featured

Metric: Weighted Mean Columnwise Log Loss

Year: 2020


403. OSIC Pulmonary Fibrosis Progression

Predict lung function decline

Prize: $55,000

Team: 2,097

Kind: Featured

Metric: Laplace Log Likelihood

Year: 2020


402. OpenVaccine: COVID-19 mRNA Vaccine Degradation Prediction

Urgent need to bring the COVID-19 vaccine to mass production

Prize: $25,000

Team: 1,636

Kind: Research

Metric: Mean Weighted Columnwise Root Mean Squared Error

Year: 2020


401. Google Landmark Recognition 2020

Label famous (and not-so-famous) landmarks in images

Prize: $25,000

Team: 736

Kind: Research

Metric: GoogleGlobalAP

Year: 2020


400. Halite by Two Sigma

Collect the most halite during your match in space

Prize: Swag

Team: 1,139

Kind: Featured

Metric: Halite

Year: 2020


399. Cornell Birdcall Identification

Build tools for bird population monitoring

Prize: $25,000

Team: 1,390

Kind: Research

Metric: Mean F-Score Beta

Year: 2020


398. Global Wheat Detection

Can you help identify wheat heads using image analysis?

Prize: $15,000

Team: 2,245

Kind: Research

Metric: RSNAObjectDetectionAP

Year: 2020


397. Google Landmark Retrieval 2020

Given an image, can you find all of the same landmarks in a dataset?

Prize: $25,000

Team: 541

Kind: Research

Metric: PostProcessorKernelDesc

Year: 2020


396. SIIM-ISIC Melanoma Classification

Identify melanoma in lesion images

Prize: $30,000

Team: 3,314

Kind: Featured

Metric: Mean Columnwise Area Under Receiver Operating Characteristic Curve

Year: 2020


395. Open Images Object Detection RVC 2020 edition

Detect objects in varied and complex images

Prize: Knowledge

Team: 89

Kind: Playground

Metric: OpenImagesObjectDetectionAP

Year: 2020

  • Not Available!

394. Open Images Instance Segmentation RVC 2020 edition

Outline segmentation masks of objects in images

Prize: Knowledge

Team: 18

Kind: Playground

Metric: OpenImagesObjDetectionSegmentationAP

Year: 2020

  • Not Available!

393. Hash Code Archive - Photo Slideshow Optimization

Optimizing a photo album from Hash Code 2019

Prize: Knowledge

Team: 89

Kind: Playground

Metric: PostProcessorKernelDesc

Year: 2020


392. Prostate cANcer graDe Assessment (PANDA) Challenge

Prostate cancer diagnosis using the Gleason grading system

Prize: $25,000

Team: 1,010

Kind: Featured

Metric: QuadraticWeightedKappa

Year: 2020


391. ALASKA2 Image Steganalysis

Detect secret data hidden within digital images

Prize: $25,000

Team: 1,095

Kind: Research

Metric: Weighted Area Under Receiver Operating Characteristic Curve

Year: 2020


390. M5 Forecasting - Accuracy

Estimate the unit sales of Walmart retail goods

Prize: $50,000

Team: 5,558

Kind: Featured

Metric: M5 Weighted (Rowwise) Root Mean Squared Scaled Error

Year: 2020


389. M5 Forecasting - Uncertainty

Estimate the uncertainty distribution of Walmart unit sales.

Prize: $50,000

Team: 909

Kind: Featured

Metric: Weighted Rowwise Pinball Loss

Year: 2020


388. TReNDS Neuroimaging

Multiscanner normative age and assessments prediction with brain function, structure, and connectivity

Prize: $25,000

Team: 1,047

Kind: Research

Metric: Weighted Mean Absolute Error

Year: 2020


387. Jigsaw Multilingual Toxic Comment Classification

Use TPUs to identify toxicity comments across multiple languages

Prize: $50,000

Team: 1,621

Kind: Featured

Metric: Area Under Receiver Operating Characteristic Curve

Year: 2020


386. Tweet Sentiment Extraction

Extract support phrases for sentiment labels

Prize: $15,000

Team: 2,227

Kind: Featured

Metric: Jaccard

Year: 2020


385. TREC-COVID Information Retrieval

Build a pandemic document retrieval system

Prize: Kudos

Team: 19

Kind: Research

Metric: -

Year: 2020

  • Not Available!

384. iMet Collection 2020 - FGVC7

Recognize artwork attributes from The Metropolitan Museum of Art

Prize: Knowledge

Team: 96

Kind: Research

Metric: Mean F-Score Beta

Year: 2020

  • Not Available!

383. Abstraction and Reasoning Challenge

Create an AI capable of solving reasoning tasks it has never seen before

Prize: $20,000

Team: 914

Kind: Research

Metric: -

Year: 2020


382. Plant Pathology 2020 - FGVC7

Identify the category of foliar diseases in apple trees

Prize: Knowledge

Team: 1,317

Kind: Research

Metric: Mean Columnwise Area Under Receiver Operating Characteristic Curve

Year: 2020


381. iMaterialist (Fashion) 2020 at FGVC7

Fine-grained segmentation task for fashion and apparel

Prize: Knowledge

Team: 56

Kind: Research

Metric: IntersectionOverUnionObjectSegmentationWithF1

Year: 2020


380. iWildCam 2020 - FGVC7

Categorize animals in the wild

Prize: Knowledge

Team: 126

Kind: Research

Metric: Categorization Accuracy

Year: 2020


379. Herbarium 2020 - FGVC7

Identify plant species from herbarium specimens. Data from New York Botanical Garden.

Prize: Knowledge

Team: 126

Kind: Research

Metric: Macro F-Score

Year: 2020


378. University of Liverpool - Ion Switching

Identify the number of channels open at each time point

Prize: $25,000

Team: 2,618

Kind: Research

Metric: Macro F-Score

Year: 2020


377. Flower Classification with TPUs

Use TPUs to classify 104 types of flowers

Prize: -

Team: 848

Kind: Playground

Metric: Macro F-Score

Year: 2020

  • Not Available!

376. COVID19 Global Forecasting (Week 5)

Forecast daily COVID-19 spread in regions around world

Prize: Knowledge

Team: 173

Kind: Research

Metric: Weighted Pinball Loss

Year: 2020


375. Google Cloud & NCAA® March Madness Analytics

Uncover the madness of March Madness®

Prize: $25,000

Team: -

Kind: Analytics

Metric: Log Loss

Year: 2020


374. Deepfake Detection Challenge

Identify videos with facial or voice manipulations

Prize: $1,000,000

Team: 2,226

Kind: Featured

Metric: Log Loss

Year: 2020


373. COVID19 Global Forecasting (Week 4)

Forecast daily COVID-19 spread in regions around world

Prize: Knowledge

Team: 472

Kind: Research

Metric: Mean Columnwise Root Mean Squared Logarithmic Error

Year: 2020

  • Not Available!

372. COVID19 Global Forecasting (Week 3)

Forecast daily COVID-19 spread in regions around world

Prize: Knowledge

Team: 452

Kind: Research

Metric: Mean Columnwise Root Mean Squared Logarithmic Error

Year: 2020

  • Not Available!

371. COVID19 Global Forecasting (Week 2)

Forecast daily COVID-19 spread in regions around world

Prize: Knowledge

Team: 215

Kind: Research

Metric: Mean Columnwise Root Mean Squared Logarithmic Error

Year: 2020

  • Not Available!

370. Categorical Feature Encoding Challenge II

Binary classification, with every feature a categorical (and interactions!)

Prize: Swag

Team: 1,161

Kind: Playground

Metric: Area Under Receiver Operating Characteristic Curve

Year: 2020


369. ImageNet Object Localization Challenge

Identify the objects in images

Prize: Knowledge

Team: 75

Kind: Research

Metric: ImageNetObjectLocalization

Year: 2020

  • Not Available!

368. COVID19 Global Forecasting (Week 1)

Forecast daily COVID-19 spread in regions around world

Prize: Knowledge

Team: 544

Kind: Research

Metric: Mean Columnwise Root Mean Squared Logarithmic Error

Year: 2020

  • Not Available!

367. COVID19 Local US-CA Forecasting (Week 1)

Forecast daily COVID-19 spread in California, USA

Prize: Knowledge

Team: 190

Kind: Research

Metric: Mean Columnwise Root Mean Squared Logarithmic Error

Year: 2020

  • Not Available!

366. DS4G: Environmental Insights Explorer

Exploring alternatives for emissions factor calculations

Prize: $25,000

Team: -

Kind: Analytics

Metric: -

Year: 2020


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

  • Not Available!

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

  • Not Available!

363. Bengali.AI Handwritten Grapheme Classification

Classify the components of handwritten Bengali

Prize: $10,000

Team: 2,059

Kind: Research

Metric: Weighted Categorization Accuracy

Year: 2020


362. Google QUEST Q&A Labeling

Improving automated understanding of complex question answer content

Prize: $25,000

Team: 1,571

Kind: Featured

Metric: Mean Columnwise Spearmans r (rank correlation coefficient)

Year: 2020


361. TensorFlow 2.0 Question Answering

Identify the answers to real user questions about Wikipedia page content

Prize: $50,000

Team: 1,240

Kind: Featured

Metric: NQMicroF1

Year: 2020


360. 2019 Data Science Bowl

Uncover the factors to help measure how young children learn

Prize: $160,000

Team: 3,497

Kind: Featured

Metric: QuadraticWeightedKappa

Year: 2020


359. Peking University/Baidu - Autonomous Driving

Can you predict vehicle angle in different settings?

Prize: $25,000

Team: 866

Kind: Featured

Metric: PKUAutoDrivingAP

Year: 2020


358. Santa 2019: Revenge of the Accountants

Oh what fun it is to revise . . .

Prize: Swag

Team: 106

Kind: Playground

Metric: Santas Workshop Scheduling 2019 - Revenge of the Accountants

Year: 2020


357. Santas Workshop Tour 2019

In the notebook we can build a model, and pretend that it will optimize...

Prize: $25,000

Team: 1,620

Kind: Featured

Metric: Santas Workshop Scheduling 2019

Year: 2020


356. NFL Big Data Bowl

How many yards will an NFL player gain after receiving a handoff?

Prize: $75,000

Team: 2,038

Kind: Featured

Metric: Continuous Rank Probability Score

Year: 2020


355. NFL 1st and Future - Analytics

Can you investigate the relationship between the playing surface and the injury and performance of NFL athletes?

Prize: $75,000

Team: -

Kind: Analytics

Metric: -

Year: 2020


354. ASHRAE - Great Energy Predictor III

How much energy will a building consume?

Prize: $25,000

Team: 1,877

Kind: Featured

Metric: Root Mean Squared Logarithmic Error

Year: 2019


353. Kannada MNIST

MNIST like datatset for Kannada handwritten digits

Prize: Knowledge

Team: 1,214

Kind: Playground

Metric: Categorization Accuracy

Year: 2019


352. BigQuery-Geotab Intersection Congestion

Can you predict wait times at major city intersections?

Prize: Kudos

Team: 436

Kind: Playground

Metric: Root Mean Squared Error

Year: 2019


351. Categorical Feature Encoding Challenge

Binary classification, with every feature a categorical

Prize: Swag

Team: 1,342

Kind: Playground

Metric: Area Under Receiver Operating Characteristic Curve

Year: 2019


350. 2019 Kaggle ML & DS Survey

The most comprehensive dataset available on the state of ML and data science

Prize: $30,000

Team: -

Kind: Analytics

Metric: -

Year: 2019


349. Understanding Clouds from Satellite Images

Can you classify cloud structures from satellites?

Prize: $10,000

Team: 1,538

Kind: Research

Metric: -

Year: 2019


348. RSNA Intracranial Hemorrhage Detection

Identify acute intracranial hemorrhage and its subtypes

Prize: $25,000

Team: 1,345

Kind: Featured

Metric: Weighted Mean Columnwise Log Loss

Year: 2019


347. Lyft 3D Object Detection for Autonomous Vehicles

Can you advance the state of the art in 3D object detection?

Prize: $25,000

Team: 547

Kind: Featured

Metric: Lyft3DObjectDetectionAP

Year: 2019


346. Severstal; Steel Defect Detection

Can you detect and classify defects in steel?

Prize: $120,000

Team: 2,431

Kind: Featured

Metric: -

Year: 2019


345. Kuzushiji Recognition

Opening the door to a thousand years of Japanese culture

Prize: $15,000

Team: 293

Kind: Playground

Metric: KNISTMicroF1

Year: 2019


344. The 3rd YouTube-8M Video Understanding Challenge

Temporal localization of topics within video

Prize: $25,000

Team: 283

Kind: Research

Metric: YT8M_MAP@{K}

Year: 2019


343. IEEE-CIS Fraud Detection

Can you detect fraud from customer transactions?

Prize: $20,000

Team: 6,381

Kind: Research

Metric: Area Under Receiver Operating Characteristic Curve

Year: 2019


342. Open Images 2019 - Instance Segmentation

Outline segmentation masks of objects in images

Prize: $25,000

Team: 193

Kind: Research

Metric: OpenImagesObjDetectionSegmentationAP

Year: 2019


341. Open Images 2019 - Object Detection

Detect objects in varied and complex images

Prize: $25,000

Team: 559

Kind: Research

Metric: OpenImagesObjectDetectionAP

Year: 2019


340. Open Images 2019 - Visual Relationship

Detect pairs of objects in particular relationships

Prize: $25,000

Team: 201

Kind: Research

Metric: OpenImagesVisualRelations

Year: 2019


339. Recursion Cellular Image Classification

CellSignal; Disentangling biological signal from experimental noise in cellular images

Prize: $13,000

Team: 866

Kind: Research

Metric: Categorization Accuracy

Year: 2019


338. APTOS 2019 Blindness Detection

Detect diabetic retinopathy to stop blindness before it is too late

Prize: $50,000

Team: 2,943

Kind: Featured

Metric: QuadraticWeightedKappa

Year: 2019


337. Ciphertext Challenge III

-

Prize: Swag

Team: 103

Kind: Playground

Metric: Categorization Accuracy

Year: 2019

  • Not Available!

336. SIIM-ACR Pneumothorax Segmentation

Identify Pneumothorax disease in chest x-rays

Prize: $30,000

Team: 1,475

Kind: Featured

Metric: -

Year: 2019


335. Predicting Molecular Properties

Can you measure the magnetic interactions between a pair of atoms?

Prize: $30,000

Team: 2,749

Kind: Featured

Metric: Group Mean Log MAE

Year: 2019


334. Generative Dog Images

Experiment with creating puppy pics

Prize: $10,000

Team: 927

Kind: Research

Metric: PostProcessorKernel

Year: 2019


333. Northeastern SMILE Lab - Recognizing Faces in the Wild

Can you determine if two individuals are related?

Prize: Knowledge

Team: 528

Kind: Playground

Metric: Area Under Receiver Operating Characteristic Curve

Year: 2019


332. Two Sigma; Using News to Predict Stock Movements

Use news analytics to predict stock price performance

Prize: $100,000

Team: 2,927

Kind: Featured

Metric: Two Sigma News

Year: 2019

  • Not Available!

331. Jigsaw Unintended Bias in Toxicity Classification

Detect toxicity across a diverse range of conversations

Prize: $65,000

Team: 1,228

Kind: Featured

Metric: Jigsaw Bias AUC

Year: 2019


330. Aerial Cactus Identification

Determine whether an image contains a columnar cactus

Prize: Knowledge

Team: 1,228

Kind: Playground

Metric: Area Under Receiver Operating Characteristic Curve

Year: 2019

  • Not Available!

329. Data Science for Good; City of Los Angeles

Help the City of Los Angeles to structure and analyze its job descriptions

Prize: $15,000

Team: -

Kind: Analytics

Metric: -

Year: 2019

  • Not Available!

328. Instant Gratification

A synchronous Kernels-only competition

Prize: $5,000

Team: 1,836

Kind: Featured

Metric: Area Under Receiver Operating Characteristic Curve

Year: 2019


327. Freesound Audio Tagging 2019

Automatically recognize sounds and apply tags of varying natures

Prize: $5,000

Team: 880

Kind: Research

Metric: Weighted Label Ranking Average Precision

Year: 2019


326. iMaterialist (Fashion) 2019 at FGVC6

Fine-grained segmentation task for fashion and apparel

Prize: Kudos

Team: 242

Kind: Research

Metric: IntersectionOverUnionObjectSegmentationWithClassification

Year: 2019


325. iNaturalist 2019 at FGVC6

Fine-grained classification spanning a thousand species

Prize: Kudos

Team: 214

Kind: Research

Metric: -

Year: 2019


324. iMet Collection 2019 - FGVC6

Recognize artwork attributes from The Metropolitan Museum of Art

Prize: Kudos

Team: 521

Kind: Research

Metric: Mean F-Score Beta

Year: 2019


323. iWildCam 2019 - FGVC6

Categorize animals in the wild

Prize: Kudos

Team: 336

Kind: Playground

Metric: Macro F-Score

Year: 2019


322. Google Landmark Retrieval 2019

Given an image, can you find all of the same landmarks in a dataset?

Prize: $25,000

Team: 144

Kind: Research

Metric: -

Year: 2019


321. LANL Earthquake Prediction

Can you predict upcoming laboratory earthquakes?

Prize: $50,000

Team: 4,540

Kind: Research

Metric: Mean Absolute Error

Year: 2019


320. Google Landmark Recognition 2019

Label famous (and not-so-famous) landmarks in images

Prize: $25,000

Team: 281

Kind: Research

Metric: GoogleGlobalAP

Year: 2019


319. TMDB Box Office Prediction

Can you predict a movies worldwide box office revenue?

Prize: Knowledge

Team: 1,400

Kind: Playground

Metric: Root Mean Squared Logarithmic Error

Year: 2019

  • Not Available!

318. Dont Overfit! II

A Fistful of Samples

Prize: Swag

Team: 2,330

Kind: Playground

Metric: Area Under Receiver Operating Characteristic Curve

Year: 2019


317. Ciphertext Challenge II

-

Prize: Swag

Team: 75

Kind: Playground

Metric: Categorization Accuracy

Year: 2019

  • Not Available!

316. Data Science for Good; CareerVillage.org

Match career advice questions with professionals in the field

Prize: $15,000

Team: -

Kind: Analytics

Metric: -

Year: 2019


315. Gendered Pronoun Resolution

Pair pronouns to their correct entities

Prize: $25,000

Team: 838

Kind: Research

Metric: Multiclass Loss

Year: 2019


314. CareerCon 2019 - Help Navigate Robots

Compete to get your resume in front of our sponsors

Prize: Swag

Team: 1,478

Kind: Recruitment

Metric: Categorization Accuracy

Year: 2019


313. Santander Customer Transaction Prediction

Can you identify who will make a transaction?

Prize: $65,000

Team: 9,038

Kind: Featured

Metric: Area Under Receiver Operating Characteristic Curve

Year: 2019


312. PetFinder.my Adoption Prediction

How cute is that doggy in the shelter?

Prize: $25,000

Team: 2,023

Kind: Featured

Metric: QuadraticWeightedKappa

Year: 2019


311. Google Cloud & NCAA® ML Competition 2019-Men

Apply Machine Learning to NCAA® March Madness®

Prize: $25,000

Team: 866

Kind: Featured

Metric: Log Loss

Year: 2019


310. Google Cloud & NCAA® ML Competition 2019-Women

Apply Machine Learning to NCAA® March Madness®

Prize: $25,000

Team: 500

Kind: Featured

Metric: Log Loss

Year: 2019


309. Histopathologic Cancer Detection

Identify metastatic tissue in histopathologic scans of lymph node sections

Prize: Knowledge

Team: 1,157

Kind: Playground

Metric: Area Under Receiver Operating Characteristic Curve

Year: 2019


308. VSB Power Line Fault Detection

Can you detect faults in above-ground electrical lines?

Prize: $25,000

Team: 1,451

Kind: Featured

Metric: Matthews correlation coefficient

Year: 2019


307. Microsoft Malware Prediction

Can you predict if a machine will soon be hit with malware?

Prize: $25,000

Team: 2,426

Kind: Research

Metric: Area Under Receiver Operating Characteristic Curve

Year: 2019


306. Humpback Whale Identification

Can you identify a whale by its tail?

Prize: $25,000

Team: 2,131

Kind: Featured

Metric: -

Year: 2019


305. Elo Merchant Category Recommendation

Help understand customer loyalty

Prize: $50,000

Team: 4,221

Kind: Featured

Metric: Root Mean Squared Error

Year: 2019


304. Google Analytics Customer Revenue Prediction

Predict how much GStore customers will spend

Prize: $45,000

Team: 3,611

Kind: Featured

Metric: Root Mean Squared Error

Year: 2019


303. Quora Insincere Questions Classification

Detect toxic content to improve online conversations

Prize: $25,000

Team: 4,037

Kind: Featured

Metric: F-Score

Year: 2019


302. Reducing Commercial Aviation Fatalities

Can you tell when a pilot is heading for trouble?

Prize: Swag

Team: 180

Kind: Playground

Metric: Multiclass Loss

Year: 2019


301. PUBG Finish Placement Prediction (Kernels Only)

Can you predict the battle royale finish of PUBG Players?

Prize: Swag

Team: 1,534

Kind: Playground

Metric: Mean Absolute Error

Year: 2019


300. 20 Newsgroups Ciphertext Challenge

-

Prize: Swag

Team: 142

Kind: Playground

Metric: Macro F-Score

Year: 2019


299. Human Protein Atlas Image Classification

Classify subcellular protein patterns in human cells

Prize: $37,000

Team: 2,172

Kind: Featured

Metric: Macro F-Score

Year: 2019


298. Traveling Santa 2018 - Prime Paths

But does your code recall, the most efficient route of all?

Prize: $25,000

Team: 1,874

Kind: Featured

Metric: Traveling Santa Metric 2 - Prime Edition

Year: 2019


297. NFL Punt Analytics Competition

Analyze NFL game data and suggest rules to improve player safety during punt plays

Prize: $80,000

Team: -

Kind: Analytics

Metric: -

Year: 2019

  • Not Available!

296. PLAsTiCC Astronomical Classification

Can you help make sense of the Universe?

Prize: $25,000

Team: 1,094

Kind: Featured

Metric: Weighted Multiclass Loss

Year: 2018


295. Quick, Draw! Doodle Recognition Challenge

How accurately can you identify a doodle?

Prize: $25,000

Team: 1,316

Kind: Featured

Metric: -

Year: 2018


294. Don not call me turkey!

Thanksgiving Edition; Find the turkey in the sound bite

Prize: Swag

Team: 267

Kind: Playground

Metric: Area Under Receiver Operating Characteristic Curve

Year: 2018


293. Airbus Ship Detection Challenge

Find ships on satellite images as quickly as possible

Prize: $60,000

Team: 883

Kind: Featured

Metric: IntersectionOverUnionObjectSegmentationBeta

Year: 2018


292. Inclusive Images Challenge

Stress test image classifiers across new geographic distributions

Prize: $25,000

Team: 468

Kind: Research

Metric: Mean F-Score Beta

Year: 2018


291. RSNA Pneumonia Detection Challenge

Can you build an algorithm that automatically detects potential pneumonia cases?

Prize: $30,000

Team: 1,499

Kind: Featured

Metric: RSNAObjectDetectionAP

Year: 2018


290. TGS Salt Identification Challenge

Segment salt deposits beneath the Earths surface

Prize: $100,000

Team: 3,234

Kind: Featured

Metric: IntersectionOverUnionObjectSegmentation

Year: 2018


289. New York City Taxi Fare Prediction

Can you predict a riders taxi fare?

Prize: Knowledge

Team: 1,488

Kind: Playground

Metric: Root Mean Squared Error

Year: 2018

  • Not Available!

288. Forest Cover Type (Kernels Only)

Use cartographic variables to classify forest categories

Prize: Knowledge

Team: 359

Kind: Playground

Metric: Categorization Accuracy

Year: 2018

  • Not Available!

287. Store Item Demand Forecasting Challenge

Predict 3 months of item sales at different stores

Prize: Knowledge

Team: 462

Kind: Playground

Metric: SMAPE

Year: 2018

  • Not Available!

286. Whats Cooking? (Kernels Only)

Use recipe ingredients to categorize the cuisine

Prize: Knowledge

Team: 523

Kind: Playground

Metric: Categorization Accuracy

Year: 2018

  • Not Available!

285. Flavours of Physics; Finding τ → μμμ (Kernels Only)

Identify a rare decay phenomenon

Prize: Knowledge

Team: 54

Kind: Playground

Metric: Weighted AUC, with agreement check and correlation check

Year: 2018

  • Not Available!

284. Movie Review Sentiment Analysis (Kernels Only)

Classify the sentiment of sentences from the Rotten Tomatoes dataset

Prize: Knowledge

Team: 410

Kind: Playground

Metric: Categorization Accuracy

Year: 2018

  • Not Available!

283. Costa Rican Household Poverty Level Prediction

Can you identify which households have the highest need for social welfare assistance?

Prize: Swag

Team: 199

Kind: Playground

Metric: Macro F-Score

Year: 2018

  • Not Available!

282. Google AI Open Images - Visual Relationship Track

Detect pairs of objects in particular relationships.

Prize: $20,000

Team: 230

Kind: Featured

Metric: OpenImagesVisualRelations

Year: 2018


281. Google AI Open Images - Object Detection Track

Detect objects in varied and complex images.

Prize: $30,000

Team: 457

Kind: Featured

Metric: OpenImagesObjectDetectionAP

Year: 2018


280. Home Credit Default Risk

Can you predict how capable each applicant is of repaying a loan?

Prize: $70,000

Team: 7,198

Kind: Featured

Metric: Area Under Receiver Operating Characteristic Curve

Year: 2018


279. Santander Value Prediction Challenge

Predict the value of transactions for potential customers.

Prize: $60,000

Team: 4,484

Kind: Featured

Metric: Root Mean Squared Logarithmic Error

Year: 2018


278. TrackML Particle Tracking Challenge

High Energy Physics particle tracking in CERN detectors

Prize: $25,000

Team: 656

Kind: Featured

Metric: TrackML

Year: 2018


277. The 2nd YouTube-8M Video Understanding Challenge

Can you create a constrained-size model to predict video labels?

Prize: $25,000

Team: 394

Kind: Featured

Metric: GoogleGlobalAP

Year: 2018


276. Freesound General-Purpose Audio Tagging Challenge

Can you automatically recognize sounds from a wide range of real-world environments?

Prize: Knowledge

Team: 558

Kind: Research

Metric: -

Year: 2018


275. Humpback Whale Identification Challenge

Can you identify a whale by the picture of its fluke?

Prize: Kudos

Team: 528

Kind: Playground

Metric: -

Year: 2018

  • Not Available!

274. Avito Demand Prediction Challenge

Predict demand for an online classified ad

Prize: $25,000

Team: 1,917

Kind: Featured

Metric: Root Mean Squared Error

Year: 2018


273. CVPR 2018 WAD Video Segmentation Challenge

Can you segment each objects within image frames captured by vehicles?

Prize: $2,500

Team: 145

Kind: Research

Metric: CVPRAutoDrivingAveragePrecision

Year: 2018


272. iNaturalist Challenge at FGVC5

Long tailed classification challenge spanning 8,000 species.

Prize: Kudos

Team: 59

Kind: Research

Metric: -

Year: 2018

  • Not Available!

271. iMaterialist Challenge (Fashion) at FGVC5

Image classification of fashion products.

Prize: $2,500

Team: 212

Kind: Research

Metric: Mean F-Score Beta

Year: 2018


270. iMaterialist Challenge (Furniture) at FGVC5

Image Classification of Furniture & Home Goods.

Prize: $2,500

Team: 436

Kind: Research

Metric: -

Year: 2018


269. Google Landmark Recognition Challenge

Label famous (and not-so-famous) landmarks in images

Prize: $2,500

Team: 483

Kind: Research

Metric: GoogleGlobalAP

Year: 2018


268. Google Landmark Retrieval Challenge

Given an image, can you find all of the same landmarks in a dataset?

Prize: $2,500

Team: 209

Kind: Research

Metric: -

Year: 2018


267. TalkingData AdTracking Fraud Detection Challenge

Can you detect fraudulent click traffic for mobile app ads?

Prize: $25,000

Team: 3,967

Kind: Featured

Metric: Area Under Receiver Operating Characteristic Curve

Year: 2018


266. DonorsChoose.org Application Screening

Predict whether teachers project proposals are accepted

Prize: Swag

Team: 581

Kind: Playground

Metric: Area Under Receiver Operating Characteristic Curve

Year: 2018


265. 2018 Data Science Bowl

Find the nuclei in divergent images to advance medical discovery

Prize: $100,000

Team: 3,634

Kind: Featured

Metric: IntersectionOverUnionObjectSegmentation

Year: 2018


264. Google Cloud & NCAA® ML Competition 2018-Mens

Apply Machine Learning to NCAA® March Madness®

Prize: $50,000

Team: 934

Kind: Featured

Metric: Log Loss

Year: 2018


263. Google Cloud & NCAA® ML Competition 2018-Womens

Apply machine learning to NCAA® March Madness®

Prize: $50,000

Team: 505

Kind: Featured

Metric: Log Loss

Year: 2018


262. Toxic Comment Classification Challenge

Identify and classify toxic online comments

Prize: $35,000

Team: 4,551

Kind: Featured

Metric: Mean Columnwise Area Under Receiver Operating Characteristic Curve

Year: 2018


261. Plant Seedlings Classification

Determine the species of a seedling from an image

Prize: Kudos

Team: 836

Kind: Playground

Metric: Mean F-Score

Year: 2018

  • Not Available!

260. Dog Breed Identification

Determine the breed of a dog in an image

Prize: Kudos

Team: 1,286

Kind: Playground

Metric: Multiclass Loss

Year: 2018


259. Mercari Price Suggestion Challenge

Can you automatically suggest product prices to online sellers?

Prize: $100,000

Team: 2,384

Kind: Featured

Metric: Root Mean Squared Logarithmic Error

Year: 2018


258. Nomad2018 Predicting Transparent Conductors

Predict the key properties of novel transparent semiconductors

Prize: €5,000

Team: 883

Kind: Research

Metric: Mean Columnwise Root Mean Squared Logarithmic Error

Year: 2018


257. IEEEs Signal Processing Society - Camera Model Identification

Identify from which camera an image was taken

Prize: $25,000

Team: 582

Kind: Featured

Metric: Weighted Categorization Accuracy

Year: 2018


256. Recruit Restaurant Visitor Forecasting

Predict how many future visitors a restaurant will receive

Prize: $25,000

Team: 2,158

Kind: Featured

Metric: Root Mean Squared Logarithmic Error

Year: 2018


255. Statoil/C-CORE Iceberg Classifier Challenge

Ship or iceberg, can you decide from space?

Prize: $50,000

Team: 3,343

Kind: Featured

Metric: Log Loss

Year: 2018


254. TensorFlow Speech Recognition Challenge

Can you build an algorithm that understands simple speech commands?

Prize: $25,000

Team: 1,315

Kind: Featured

Metric: Categorization Accuracy

Year: 2018


253. Corporación Favorita Grocery Sales Forecasting

Can you accurately predict sales for a large grocery chain?

Prize: $30,000

Team: 1,675

Kind: Featured

Metric: Normalized Weighted Root Mean Squared Logarithmic Error

Year: 2018


252. Santa Gift Matching Challenge

Down through the chimney with lots of toys...

Prize: $25,000

Team: 428

Kind: Featured

Metric: Average Normalized Happiness

Year: 2018


251. Zillow Prize; Zillow’s Home Value Prediction (Zestimate)

Can you improve the algorithm that changed the world of real estate?

Prize: $1,200,000

Team: 3,779

Kind: Featured

Metric: ZillowMAE

Year: 2018


250. WSDM - KKBoxs Music Recommendation Challenge

Can you build the best music recommendation system?

Prize: $5,000

Team: 1,081

Kind: Research

Metric: Area Under Receiver Operating Characteristic Curve

Year: 2017


249. WSDM - KKBoxs Churn Prediction Challenge

Can you predict when subscribers will churn?

Prize: $5,000

Team: 575

Kind: Research

Metric: Log Loss

Year: 2017

  • Not Available!

248. Passenger Screening Algorithm Challenge

Improve the accuracy of the Department of Homeland Securitys threat recognition algorithms

Prize: $1,500,000

Team: 518

Kind: Featured

Metric: Log Loss

Year: 2017


247. Spooky Author Identification

Share code and discuss insights to identify horror authors from their writings

Prize: $25,000

Team: 1,244

Kind: Playground

Metric: Multiclass Loss

Year: 2017


246. Cdiscount’s Image Classification Challenge

Categorize e-commerce photos

Prize: $35,000

Team: 627

Kind: Featured

Metric: Categorization Accuracy

Year: 2017