Click-Through Rate Prediction on KKBox

Metric: AUC (higher is better)

LeaderboardDataset

Loading chart...

Results

Submit a result

Sort:

#	Model↕	AUC▼	Extra Data	Paper	Date↕	Code
1	FCN	0.8557	No	FCN: Fusing Exponential and Linear Cross Network...	2024-07-18	Code
2	DeepIM	0.8537	No	-	-	Code
3	xDeepFM	0.8535	No	xDeepFM: Combining Explicit and Implicit Feature...	2018-03-14	Code
4	AutoInt+	0.8534	No	AutoInt: Automatic Feature Interaction Learning ...	2018-10-29	Code
5	DCNv2	0.8531	No	DCN V2: Improved Deep & Cross Network and Practi...	2020-08-19	Code
6	DeepFM	0.8531	No	DeepFM: A Factorization-Machine based Neural Net...	2017-03-13	Code

#1FCNSOTA
0.8557
AUC· 2024-07-18
FCN: Fusing Exponential and Linear Cross Network for Click-Through Rate Prediction Code
#2DeepIM
0.8537
AUC
No paperCode
#3xDeepFMSOTA
0.8535
AUC· 2018-03-14
xDeepFM: Combining Explicit and Implicit Feature Interactions for Recommender Systems Code
#4AutoInt+
0.8534
AUC· 2018-10-29
AutoInt: Automatic Feature Interaction Learning via Self-Attentive Neural Networks Code
#5DCNv2
0.8531
AUC· 2020-08-19
DCN V2: Improved Deep & Cross Network and Practical Lessons for Web-scale Learning to Rank Systems Code
#6DeepFMSOTA
0.8531
AUC· 2017-03-13
DeepFM: A Factorization-Machine based Neural Network for CTR Prediction Code