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Papers Benchmarks Datasets Tasks

Text-to-Video Retrieval research benchmarks – Page 3 · SOTA2 Research

Text-to-Video Retrieval

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

80Recall@1

18

Feb 27, 2026

MSR-VTT 1k-Yu (test)

32.4R@1

18

Feb 26, 2026

50.5R@1

17

Feb 26, 2026

ActivityNet (UTD-split)

0.387Recall@1

17

Feb 26, 2026

ActivityNet Full (test val)

45.9Recall@1

17

Feb 26, 2026

DiDeMo (UTD-split)

35.6Recall@1

17

Feb 26, 2026

S-MiT full (test val)

60.8Recall@1

17

Feb 26, 2026

MSR-VTT 1K-A 10K (test)

36.2R@1

17

Feb 26, 2026

MSR-VTT 1k-Miech (test)

26.6R@1

17

Feb 26, 2026

50Recall@5

17

Feb 27, 2026

TRECVid V3C1 2019 (tv19)

Multi-agent Retrieval

28.3xinfAP

16

Feb 26, 2026

TRECVid IACC.3 2018 (tv18)

Multi-agent Retrieval

21.9xinfAP

16

Feb 26, 2026

TRECVid IACC.3 2017 (tv17)

Multi-agent Retrieval

37.1xinfAP

16

Feb 26, 2026

TRECVid IACC.3 2016

Multi-agent Retrieval

29.8xinfAP

16

Feb 26, 2026

Something-Something CiA-Retrieval v2

85.1mAP (Chiral)

16

Feb 27, 2026

ActivityNet (ANet) zero-shot

42.8R@1

16

Feb 26, 2026

LSMDC 1K videos (test)

1,790R@1

16

Feb 26, 2026

TRECVid V3C1 2020 (tv20)

Multi-agent Retrieval

0.379xinfAP

15

Feb 26, 2026

LSMDC zero-shot

25.2Recall@1

15

Feb 26, 2026

51.8Recall@1

15

Feb 26, 2026

49.5R@1

14

Jun 9, 2026

USRD (UAV Scene Retrieval Dataset) (test)

29.9Recall@1

14

Jun 9, 2026

ActivityNet LSMDC → ActivityNet

31.4R@1

14

Apr 24, 2026

ActivityNet → LSMDC

16.72R@1

14

Apr 24, 2026

MSRVTT 1kA Query-Shift (test)

26.9Recall@1 (OCR)

14

Apr 24, 2026

Page 3 of 7

Popular datasets

MSR-VTT MSRVTT ActivityNet LSMDC DiDeMo

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