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Papers Benchmarks Datasets Tasks

Video Recommendation research benchmarks · SOTA2 Research

Video Recommendation

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

MicroLens 100k (test)

10.15HR@10

19

Feb 26, 2026

MovieLens 10M (item cold-start)

0.018MAP@5

18

Feb 26, 2026

MovieLens item warm-start 10M

0.154MAP@5

18

Feb 26, 2026

MovieLens-10M item warm-start scenario

8.083Shannon Entropy @5

18

Feb 26, 2026

MicroLens-100K raw-video (test)

10.15HR@10

11

Feb 26, 2026

MicroLens-50K raw-video (test)

7.61HR@10

11

Feb 26, 2026

Kuaishou Video Branch (offline)

39.15Hit Rate@100

3

Jul 7, 2026

A/B Testing Trending Video Recommendation (online)

1.027App Usage Time

3

Jun 2, 2026

Popular datasets

MovieLens MicroLens Kuaishou A/B Testing

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