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Papers Benchmarks Datasets Tasks

CTR Prediction research benchmarks – Page 4 · SOTA2 Research

CTR Prediction

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

0.715GAUC

10

Feb 26, 2026

0.71GAUC

10

Feb 26, 2026

Movie 20M (test)

97.04AUC

10

Feb 26, 2026

0.822AUC

10

Feb 26, 2026

Huawei App Store (test)

94.07AUC

10

Feb 26, 2026

90.68AUC

9

Apr 28, 2026

0.891AUC

9

Apr 28, 2026

68.23AUC

9

Apr 15, 2026

66.34AUC

9

Apr 15, 2026

Xianyu industrial traffic logs (offline)

0.767AUC

9

Feb 26, 2026

Industrial Dataset (Douyin Search) (test)

0.649AUC

9

Feb 26, 2026

0.648AUC

9

Feb 26, 2026

Company advertising dataset (test)

76.74AUC

9

Feb 26, 2026

News Feed (test)

66.79AUC

9

Feb 26, 2026

Bing-News (test)

68.9AUC

9

Feb 26, 2026

Company internal (test)

0.872AUC

9

Feb 26, 2026

Taobao-MM 99M interaction samples (offline)

61.55GAUC

8

May 26, 2026

Alipay (long-term)

91.21AUC

8

Apr 28, 2026

Taobao (long-term)

0.938AUC

8

Apr 28, 2026

Industrial Dataset Popular items (online > 300 days)

70.05CTR AUC

8

Mar 25, 2026

Industrial Dataset New items (online < 20 days)

0.687CTR AUC

8

Mar 25, 2026

Kuaishou (Online)

0.853AUC

8

Mar 4, 2026

0.671AUC

8

Mar 4, 2026

RecFlow (Offline)

68.12AUC

8

Mar 4, 2026

0.626AUC

8

Feb 26, 2026

Page 4 of 7

Popular datasets

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