Competition 比赛

[Bryce1010]

Useful competition url

• Machine Learning Contests 列表[url]
• 数据科学竞赛列表Data Science Challenge / Competitions[url]
• Kaggle [url]
• 国内有奖金的比赛推荐 [github]

结束方案参考

• 中国数据比赛 收集整理 end to 201902 [github]
• Kaggle 胜利者方案列表[url]
• 数据竞赛Top解决方案开源整理 end to 2018 [github]
• 本科生晋升GM记录 & kaggle比赛进阶技巧分享 [zhihu]
• 目标检测系列三：奇技淫巧 [bolg]

Tricks

• 如何实现在kaggle的private leaderboard翻盘? [zhihu from 包大人]

Active

比赛	平台	状态	时间	备注
视频物体分割（Video Object Segmentation[url]	Kaggle	Active	2020.5.26-7.20
阿里巴巴 视频时序事件检测[url]	Kaggle	Active	2020.5.26-7.20
Prostate cANcer graDe Assessment (PANDA) Challenge [url]	Kaggle	Active	2020.07.22	分类+ 分割
Jigsaw Multilingual Toxic Comment Classification[url]	Kaggle	Active	2020.06.22	NLP
Tweet Sentiment Extraction[url]	Kaggle	Active	2020.06.16	NLP
M5 Forecasting - Accuracy [url]	Kaggle	Active	2020.06.30	Prediction
Global Wheat Detection[url]	Kaggle	Active	2020.08.04	检测
Open Images Object Detection RVC 2020 edition[url]	Kaggle	Active	2020.07.31

[Bryce1010]

Segmentation

比赛	平台	状态	时间	备注
iMaterialist (Fashion) 2019 at FGVC6[url]	Kaggle	Closed	June 10, 2019	[solutions]
Open Images 2019 - Instance Segmentation [competition]	Kaggle	closed	2019/12/15
Severstal: Steel Defect Detection[url]	Kaggle	closed	2019/11/10	[solutions]
卫星图形分割+分类：Understanding Clouds from Satellite Images	Kaggle	closed	2019
RSNA Pneumonia Detection Challenge [competition]	Kaggle	closed	2018/11/25
SIIM-ACR Pneumothorax Segmentation[url]	Kaggle	Closed	September 13, 2019
TGS Salt Identification Challenge[url]	Kaggle	Closed	October 19, 2018	[solutions]

[Bryce1010]

Classification

比赛	平台	状态	时间	备注
Plant Pathology 2020 - FGVC7[url]	Kaggle	Closed	2020.05.26
Bengali.AI Handwritten Grapheme Classification [kaggle]	Kaggle	Closed	March 16, 2020	[solution]
RSNA Intracranial Hemorrhage Detection [url	Kaggle	Closed	November 25, 2019	Identify acute intracranial hemorrhage and its subtypes
Humpback Whale Identification	Kaggle	Closed	February 28, 2019
APTOS 2019 Blindness Detection[url]	Kaggle	Closed	September 7, 2019	quadratic weighted kappa

[Bryce1010]

Crowd Counting

比赛	平台	状态	时间	备注
2018云从人头计数	biendata	Closed	2019-01-29	第一名代码 & 方案 [github]

[Bryce1010]

Detection

比赛	平台	状态	时间	备注
Lyft 3D Object Detection for Autonomous Vehicles [url]	Kaggle	Closed	November 12, 2019
Kuzushiji Recognition[url]	Kaggle	Closed	October 14, 2019	OCR检测识别 [solution]
AICity Challenge 2020 re-id track[url]	CVPR2020	Closed	4.9, 2020	Re-id

• 目标检测比赛中的tricks（已更新更多代码解析）[zhihu]

[Bryce1010]

Videos

比赛	平台	状态	时间	备注
The 3rd YouTube-8M Video Understanding Challenge	Kaggle	Closed	October 28, 2019	Video recognize
Deepfake Detection Challenge [url]	Kaggle	Closed	April 23, 2020

[Bryce1010]

Machine Learning

比赛	平台	状态	时间	备注
University of Liverpool - Ion Switching[[url]](https://www.kaggle.com/c/liverpool-ion-switching）	Kaggle	2020.05.25	Closed
2019 Data Science Bowl[url]	Kaggle	Closed	January 22, 2020	Uncover the factors to help measure how young children learn
NFL Big Data Bowl[url]	Kaggle	Closed	January 6, 2020
IEEE-CIS Fraud Detection[url]	Kaggle	Closed	October 3, 2019	虚假交易检测
Predicting Molecular Properties[url]	Kaggle	Closed	August 28, 2019	GNN ML
Instant Gratification[url]	Kaggle	Closed	June 20th, 2019	Pseudo Labeling
Santander Customer Transaction Prediction[url]	Kaggle	Closed	April 10, 2019
Elo Merchant Category Recommendation[url]	Kaggle	Closed	February 26, 2019	Help understand customer loyalty

[Bryce1010]

GAN

比赛	平台	状态	时间	备注
Generative Dog Images[url]	Kaggle	Closed	August 14, 2019	Stanford dogs
Deepfake Detection Challenge[url]	Kaggle	Closed	April 23, 2020

[Bryce1010]

NLP

• Text Classification: All Tips and Tricks from 5 Kaggle Competitions [blog]

比赛	平台	状态	时间	备注
Google QUEST Q&A Labeling[url]	Kaggle	Closed	February 10, 2020
TensorFlow 2.0 Question Answering[url]	Kaggle	Closed	January 22, 2020
Jigsaw Unintended Bias in Toxicity Classification[url]	Kaggle	Closed	June 27 to July 19, 2019	恶意评论分类

[Bryce1010]

Audio

比赛	平台	状态	时间	备注
Automated Speech Classification[url]	AutoML.ai	Active	May 8, 2020, 3:59 p.m.
Freesound Audio Tagging 2019[url]	Kaggle	Closed	June 11, 2019	[solutions]

[Bryce1010]

Autonomous Driving

比赛	平台	状态	时间	备注
Peking University/Baidu - Autonomous Driving[url]	Kaggle	Closed	January 21, 2020

[Bryce1010]

Recommend System

比赛	平台	状态	时间	备注
KDD Cup 2020 AutoGraph Challenge[url]	AutoML.ai	Active	2020.05.25	推荐系统
ICME2019-Tiktok视频理解与推荐 \ ACM MM-Hulu视频相关性推荐	Hulu	Closed		[算法]
KDD Cup 2020 Challenges for Modern E-Commerce Platform: Debiasing [url]	TianChi	Active	27th May, 2020: Registration deadline.

[Bryce1010]

Reinforcement Learning

比赛	平台	状态	时间	备注
GOSEEK challenge [url]	ICLR2020	Active	2020.05.20	Reinforcement 寻找水果

[Bryce1010]

Prediction

比赛	平台	状态	时间	备注
University of Liverpool - Ion Switching[url]	Kaggle	Active	2020.05.20	Prediction

[Bryce1010]

Semi-Supervised 半监督学习

比赛	平台	状态	时间	备注

[Bryce1010]

GNN

比赛	平台	状态	时间	备注
KDD Cup 2020 AutoGraph Challenge	AutoML	Active	May 25, 2020, 11:59 p.m