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Papers Benchmarks Datasets Tasks

Point Cloud Part Segmentation research benchmarks · SOTA2 Research

Point Cloud Part Segmentation

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

nD-RoPE (vector attention)

85.97mIoU (instance-average)

49

Jun 11, 2026

ShapeNet-Part (test)

87.2mIoU

15

Feb 26, 2026

ShapeNet Part SO(3) (test)

Equivariant-OrientedMP

81.8Plane Accuracy

9

Feb 26, 2026

ShapeNetPart 52 (test)

84.7mIoU (Cls)

4

Feb 26, 2026

58.2mIoU

1

Feb 26, 2026

Popular datasets

ShapeNet ShapeNetPart ModelNet PartNet

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