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Papers Benchmarks Datasets Tasks

Referring Video Object Segmentation research benchmarks – Page 4 · SOTA2 Research

Referring Video Object Segmentation

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

57.2J&F Score

3

Feb 26, 2026

CholecSeg8k-IM (unseen test)

66.92Jaccard Score (J)

2

Feb 26, 2026

GraSP-IM (test)

84.92J

2

Feb 26, 2026

DAVIS RVOS 17 3 (test val)

—

—J&F Score

0

Feb 26, 2026

Refer-YouTube-VOS 4 (test val)

—

—J&F Score

0

Feb 26, 2026

Page 4 of 4

Popular datasets

MeViS DAVIS YouTube-VOS Ref-YouTube-VOS ReVOS

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