Click-Through Rate Prediction on KDD12

Metric: Log Loss (lower is better)

LeaderboardDataset

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#	Model↕	Log Loss▲	Extra Data	Paper	Date↕	Code
1	FCN	0.1494	No	FCN: Fusing Exponential and Linear Cross Network...	2024-07-18	Code
2	OptEmbed	0.1521	No	OptEmbed: Learning Optimal Embedding Table for C...	2022-08-09	Code
3	OptFS	0.1527	No	Optimizing Feature Set for Click-Through Rate Pr...	2023-01-26	Code
4	AutoInt	0.1545	No	AutoInt: Automatic Feature Interaction Learning ...	2018-10-29	Code

#1FCNSOTA
0.1494
Log Loss· 2024-07-18
FCN: Fusing Exponential and Linear Cross Network for Click-Through Rate Prediction Code
#2OptEmbedSOTA
0.1521
Log Loss· 2022-08-09
OptEmbed: Learning Optimal Embedding Table for Click-through Rate Prediction Code
#3OptFS
0.1527
Log Loss· 2023-01-26
Optimizing Feature Set for Click-Through Rate Prediction Code
#4AutoIntSOTA
0.1545
Log Loss· 2018-10-29
AutoInt: Automatic Feature Interaction Learning via Self-Attentive Neural Networks Code