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Papers Benchmarks Datasets Tasks

Long-context video understanding research benchmarks · SOTA2 Research

Long-context video understanding

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

LongVideoBench (test)

66.7Accuracy

28

Feb 26, 2026

81.3Accuracy (w subs)

13

Feb 26, 2026

70.3Score

7

Mar 19, 2026

LongVideo (val)

62.8Score

7

Mar 19, 2026

VideoMME Sub (test)

74Score

7

Mar 19, 2026

VideoMME (test)

69.3Score

7

Mar 19, 2026

VideoMME 32K context slice

70Score

4

Jun 9, 2026

VideoMME 16K context slice

66Score

4

Jun 9, 2026

LongVideo Sub (val)

60.9Score

4

Mar 19, 2026

Popular datasets

VideoMME LongVideo MLVU LongVideoBench

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