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Papers Benchmarks Datasets Tasks

3D Part Assembly research benchmarks · SOTA2 Research

3D Part Assembly

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

PartNet Lamp v0 (test)

0.7SCD

8

Feb 26, 2026

PartNet Table v0 (test)

0.28SCD

8

Feb 26, 2026

PartNet Chair v0 (test)

0.51SCD

8

Feb 26, 2026

42.33Reconstruction Error (RE)

5

Jun 9, 2026

PartNeXt 2025a (Complete)

45.12RE

5

Jun 9, 2026

Part-Whole-Hierarchy Message Passing Network

99.5Percent Prefer Ours

3

Feb 26, 2026

PartNet Lamp (test)

53.31mPA

3

Feb 26, 2026

PartNet Table (test)

76.19mPA

3

Feb 26, 2026

PartNet Chair (test)

76.79mPA

3

Feb 26, 2026

Popular datasets

PartNet PartNeXT

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