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Unsupervised open-vocabulary semantic segmentation research benchmarks · SOTA2 Research

Unsupervised open-vocabulary semantic segmentation

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

Pascal Context (val)

43.5mIoU

22

Feb 26, 2026

23.2mIoU

11

Feb 26, 2026

Pascal VOC 2012 (val)

87.9mIoU

11

Feb 26, 2026

COCO Object (val)

37.4mIoU

11

Feb 26, 2026

Pascal VOC (val)

55.4mIoU

11

Feb 26, 2026

Cityscapes (val)

36.7mIoU

10

Feb 26, 2026

COCO Stuff (val)

28.8mIoU

10

Feb 26, 2026

Popular datasets

Pascal VOC COCO ADE20K Cityscapes Pascal Context

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