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Click-Through Rate Prediction research benchmarks – Page 2 · SOTA2 Research

Click-Through Rate Prediction

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

66.42AUC

14

Feb 26, 2026

69.43AUC

14

Feb 26, 2026

Taobao industrial dataset (Offline)

77.08AUC

12

Apr 15, 2026

0.816AUC

11

May 26, 2026

Industrial 7 billion user interaction records (test)

0.699AUC

11

Mar 16, 2026

Amazon Product Reviews Sports (test)

0.679AUC

11

Mar 16, 2026

Criteo x1 (test)

0.815AUC

11

Feb 26, 2026

84.25AUC

11

Feb 26, 2026

Movielens (test)

80.71AUC

10

May 8, 2026

67.31QAUC

8

Feb 26, 2026

0.794AUC

8

Feb 26, 2026

76.89AUC

8

Feb 26, 2026

Baidu real-world industrial dataset (test)

0.838AUC

7

Feb 26, 2026

TaobaoAds (test)

0.66AUC

6

Feb 26, 2026

0.731AUC

5

Feb 26, 2026

0.627Test AUC

4

Feb 26, 2026

0.74AUC

4

Feb 26, 2026

MovieLens Federated Non-IID 10 clients 1M

77.2AUC

3

May 25, 2026

MovieLens Federated IID 10 clients 1M

79.6AUC

3

May 25, 2026

MovieLens Centralized 1M (train val test 80-10-10)

84.8AUC

3

May 25, 2026

Meituan food delivery platform (online 30% traffic)

0.776CTR Gain

2

May 18, 2026

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