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Video Instance Segmentation research benchmarks – Page 2 · SOTA2 Research

Video Instance Segmentation

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

YouTube-VIS (test)

MaskTrack R-CNN

0.323AP

7

Feb 26, 2026

LVOS subset (test)

95.85Mean IoU

6

Feb 26, 2026

OVIS Sub-Sparse (val)

IDOL + InstMove

18.5AP

6

Feb 26, 2026

OVIS (test val)

19.6AP

6

Feb 26, 2026

50.6J&F Score

4

Feb 27, 2026

52.1SMOTA

3

Feb 26, 2026

VISPersons (val)

0.562SMOTA

3

Feb 26, 2026

UVO-Dense (val)

14.6AP @ IoU=0.50

3

Feb 27, 2026

19.7HOTA (All)

2

Jul 2, 2026

3.9AP50

2

Feb 27, 2026

YouTube-VIS 2022

35.3AP50

2

Feb 27, 2026

Page 2 of 2

Popular datasets

YouTube-VIS OVIS DAVIS YTVIS Cityscapes

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