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Papers Benchmarks Datasets Tasks

Offline Video Understanding research benchmarks · SOTA2 Research

Offline Video Understanding

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

VideoMME v1 (test)

77.2Accuracy

27

May 15, 2026

71.5Accuracy

26

May 15, 2026

EgoSchema v1 (test)

72.2Accuracy

22

May 15, 2026

VideoMME w/o sub.

65.3Accuracy (Overall)

16

Mar 4, 2026

LongVideo-Bench

66.7Accuracy

13

Jun 17, 2026

71.9Accuracy

12

Jun 17, 2026

67.6Accuracy (with subtitle)

4

Feb 26, 2026

Popular datasets

VideoMME MLVU EgoSchema Video-MME LongVideo-Bench

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