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Open-vocabulary video instance segmentation research benchmarks · SOTA2 Research

Open-vocabulary video instance segmentation

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

SA-V SA-Co/VEval (test)

58.5cgF1

19

Mar 31, 2026

SA-Co VEval SmartGlasses (test)

58.5cgF1

7

Mar 31, 2026

SA-Co/VEval SmartGlasses (val)

53.9cgF1

7

Mar 31, 2026

VEval YT-Temporal-1B (test)

71.2cgF1

7

Mar 31, 2026

SA-Co/VEval YT-Temporal-1B (val)

71.3cgF1

7

Mar 31, 2026

VEval SA-V (val)

53.9cgF1

7

Mar 31, 2026

YT-Temporal-1B SA-Co VEval (test)

71.2cgF1

6

Mar 31, 2026

60.5mAP

5

Mar 31, 2026

62.2mAP

5

Mar 31, 2026

44.5HOTA

5

Mar 31, 2026

36.3mAP

5

Mar 31, 2026

Public Benchmarks (test val)

—

—Primary metric

0

Mar 31, 2026

Popular datasets

VEval OVIS SA-V YTVIS BURST

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