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Papers Benchmarks Datasets Tasks

Unconditional 3D Point Cloud Generation research benchmarks · SOTA2 Research

Unconditional 3D Point Cloud Generation

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

ShapeNet airplane (val)

UniPC + BézierFlow

0.53MMD

40

Feb 26, 2026

ShapeNet Car v1 (test)

0.901MMD (CD)

8

Feb 26, 2026

ShapeNet Chair v1 (test)

2.409MMD (CD)

8

Feb 26, 2026

ShapeNet Airplane v1 (test)

0.221MMD (CD)

8

Feb 26, 2026

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