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Text-to-Video Retrieval research benchmarks – Page 7 · SOTA2 Research

Text-to-Video Retrieval

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

MSR-VTT (standard)

55.2R@1

4

Feb 26, 2026

MSR-VTT 1 caption per video

6.2R@1

4

Feb 26, 2026

9.9R@1

4

Feb 26, 2026

EPIC-KITCHENS-100 MIR

65.03mAP (T2V)

3

May 26, 2026

MSVD (standard)

58.4Recall@1

3

Feb 26, 2026

HowTo100M (10K sampled videos)

31.6Recall@50

3

Feb 26, 2026

Charades CiA-Retrieval

0.718mAP (Chiral)

2

Feb 27, 2026

EPIC-KITCHENS CiA-Retrieval

77.3mAP (Chiral)

2

Feb 27, 2026

hierarchical Long 1k (test)

92.5Recall@1

2

Feb 26, 2026

hierarchical Medium 1k (test)

90.5R@1

2

Feb 26, 2026

hierarchical Short 1k (test)

86.8Recall@1

2

Feb 26, 2026

ActivityNet Cap (test)

30.8R@1

2

Feb 26, 2026

HowTo100M 1M sampled videos (whole set)

3.4Recall@50

2

Feb 26, 2026

HowTo100M (0.5M sampled videos)

5Recall@50

2

Feb 26, 2026

HowTo100M 0.1M sampled videos

0.115Recall@50

2

Feb 26, 2026

HowTo100M (50K sampled videos)

15.9R@50

2

Feb 26, 2026

Study-level (4,828 studies) (test)

1.74Recall@1

1

Mar 19, 2026

Video-level (test)

1.11Recall@1

1

Mar 19, 2026

YouCook2 v1 (val)

—

—R@1

0

Feb 26, 2026

Page 7 of 7

Popular datasets

MSR-VTT MSRVTT ActivityNet LSMDC DiDeMo

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