Click-Through Rate Prediction on Amazon

Metric: AUC (higher is better)

LeaderboardDataset

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#	Model↕	AUC▼	Extra Data	Paper	Date↕	Code
1	DIN + Dice Activation	0.8871	No	Deep Interest Network for Click-Through Rate Pre...	2017-06-21	Code
2	DIN	0.8818	No	Deep Interest Network for Click-Through Rate Pre...	2017-06-21	Code
3	DeepFM	0.8683	No	DeepFM: A Factorization-Machine based Neural Net...	2017-03-13	Code
4	PNN	0.8679	No	Product-based Neural Networks for User Response ...	2016-11-01	Code
5	Wide & Deep	0.8637	No	Wide & Deep Learning for Recommender Systems	2016-06-24	Code

#1DIN + Dice ActivationSOTA
0.8871
AUC· 2017-06-21
Deep Interest Network for Click-Through Rate Prediction Code
#2DIN
0.8818
AUC· 2017-06-21
Deep Interest Network for Click-Through Rate Prediction Code
#3DeepFMSOTA
0.8683
AUC· 2017-03-13
DeepFM: A Factorization-Machine based Neural Network for CTR Prediction Code
#4PNNSOTA
0.8679
AUC· 2016-11-01
Product-based Neural Networks for User Response Prediction Code
#5Wide & DeepSOTA
0.8637
AUC· 2016-06-24
Wide & Deep Learning for Recommender Systems Code