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Papers Benchmarks Datasets Tasks

Referring Video Segmentation research benchmarks · SOTA2 Research

Referring Video Segmentation

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

Ref-YouTube-VOS

73.9J&F Score

108

Mar 24, 2026

73.1J&F Score

101

May 15, 2026

Refer-Youtube-VOS (val)

63.9J Index

44

Feb 26, 2026

JHMDB Sentences (test)

45.8mAP (0.5:0.95)

35

Feb 26, 2026

53.7J&F Score

25

Mar 5, 2026

JHMDB Sentences

87.4Precision @ 0.5

16

Feb 27, 2026

Gavrilyuk et al.

50P@0.5

9

Feb 27, 2026

Ref-DAVIS 2017 (test)

73.3Jaccard Index

6

Feb 26, 2026

Refer-Youtube-VOS (test)

45.64J Index

3

Feb 26, 2026

Popular datasets

MeViS JHMDB Refer-Youtube-VOS YouTube-VOS A2D

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