SOTA CVR prediction benchmarks and papers with code

Benchmarks

Dataset Name	SOTA Method	Metric
CASCADE (test)		AUC0.7556	15	3mo ago
Industrial CVR dataset	Transformer + User IAT (Trans)	AUC83.984	9	1mo ago
Industrial dataset	SIF	AUC1.74	8	1mo ago
Advertising	MI-DPG	AUC75.8	8	2mo ago
IAAC	MI-DPG	AUC0.6504	8	2mo ago
Amazon	MI-DPG	AUC67.45	8	2mo ago
MAC (test)	MoAE	GAUC (Primary - Last)0.7636	7	3mo ago
Taobao Dataset (test)	TGA	AUC0.7454	7	3mo ago
Taobao (streaming)		AUC100	7	3mo ago
Criteo (streaming)		AUC100	7	3mo ago
Internal Production Advertising Dataset	V1-TQ-Ember(Quadratic)	CVR Relative Error-0.26	6	8d ago
Industrial Dataset (test)	TGA	AUC0.8635	4	3mo ago
Shopping #3	QARM V2	AUC0.8946	2	3mo ago
Shopping 2	QARM V2	AUC87.38	2	3mo ago
Shopping Kuaishou 1	QARM V2	AUC89.69	2	3mo ago
Tencent WeChat Channels 5-day online A/B (test)	CrossAdapt	ΔAUC-0.001	2	3mo ago
Meta Offsite Conversion (production live traffic)	SOLARIS	Relative BCE Loss Reduction5	1	1mo ago
Meta Facebook Feed + Reels (production live traffic)	SOLARIS	Relative BCE Loss Reduction (%)10	1	1mo ago
NOC Advertising	IAT	Uplift (ADSS)1.19	1	1mo ago
Feed Advertising	IAT	Uplift (ADSS)50	1	1mo ago
Mall Advertising	IAT	Uplift (ADVV)1.482	1	1mo ago

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