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Papers Benchmarks Datasets Tasks

PartNeXT dataset and benchmarks · SOTA2 Research

Research Datasets

PartNeXT

Benchmarks

Task NameDataset NameSOTA MethodSort

Task NameDataset NameSOTA ResultTrendResults

3D Part Segmentation

PartNeXT

71.53IoU

6

3D Part Assembly

PartNeXt 2025a

42.33Reconstruction Error (RE)

5

3D Part Assembly

PartNeXt 2025a (Complete)

45.12RE

5

3D Shape Completion

PartNeXt missing-part setting 2–20 parts

9.39CD (L1)

4

3D Shape Generation

PartNeXt (test)

6.53CD-L1

3

Interactive part segmentation

PartNeXT

54.86IoU@1

3

Popular tasks

3D Part Assembly 3D Shape Generation 3D Shape Completion 3D Part Segmentation Interactive part segmentation

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