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Papers Benchmarks Datasets Tasks

Video Reasoning Segmentation research benchmarks · SOTA2 Research

Video Reasoning Segmentation

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

61.3J&F Score

49

May 15, 2026

ReVOS Referring

64.3J&F Score

49

May 15, 2026

61.1Referring Jaccard

19

Apr 14, 2026

VideoReasonSeg Overall (val)

55.4Seg J&F

14

Feb 26, 2026

VideoReasonSeg Long (val)

42Seg J&F

14

Feb 26, 2026

VideoReasonSeg Short (val)

62.6Seg J&F

14

Feb 26, 2026

ViLLa-InternVideo2-6B

57J&F Score

12

Jun 26, 2026

5.1FPS

4

Mar 31, 2026

Popular datasets

ReVOS VideoReasonSeg MeViS

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