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Semantic Part Segmentation research benchmarks · SOTA2 Research

Semantic Part Segmentation

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

PASCAL-Person-Part (val)

68.6mIoU

17

Feb 26, 2026

Horse-Cow Cow (test)

Pose-Guided Knowledge Transfer

93.7Bkg Score

11

Feb 26, 2026

Horse-Cow Horse (test)

Pose-Guided Knowledge Transfer

93.39Bkg Accuracy

11

Feb 26, 2026

DeepCut: N-cut loss

43.9NMI

6

Feb 26, 2026

PASCAL-Parts (horse)

Compositional model

47.21Head

5

Feb 26, 2026

PASCAL-Parts cow

45.2Head Score

5

Feb 26, 2026

Pascal-Part-108

48mIoU

4

Feb 26, 2026

Popular datasets

Horse-Cow PASCAL-Parts CUB PASCAL Pascal-Part

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