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Papers Benchmarks Datasets Tasks

Object Part Segmentation research benchmarks · SOTA2 Research

Object Part Segmentation

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

ShapeNet Parts 50 (test)

86.5Instance mIoU

32

Jun 11, 2026

ADE20K Street 111 part classes (test)

10mIoU

10

Feb 26, 2026

ShapeNet Mean of patterns (val)

83.1mIoU

9

Feb 26, 2026

ShapeNet Random scan pattern (val)

81.9mIoU

9

Feb 26, 2026

ShapeNet Grid scan pattern (val)

83.8mIoU

9

Feb 26, 2026

ShapeNet Parallel scan pattern (val)

84mIoU

9

Feb 26, 2026

78.9mIoU

8

Feb 26, 2026

PascalPart (test)

Fully-Supervised Learning

40.36Score (car)

8

Feb 26, 2026

PartObjaverse Tiny

62.98mIoU

6

Mar 18, 2026

Popular datasets

ShapeNet ADE20K PascalPart KortX PartObjaverse

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