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Shape Generation research benchmarks · SOTA2 Research

Shape Generation

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

0.901MMD (CD)

11

Mar 20, 2026

2.409MMD (CD)

11

Mar 20, 2026

ShapeNet Airplane

0.219MMD (CD)

11

Mar 20, 2026

Skeletal Latent Diffusion

35.99FID

5

Mar 10, 2026

DeepFashion3D (test)

69.62COV CD

5

Feb 26, 2026

MedShapeNet (test)

1.16MMD

4

May 12, 2026

278FPD

3

Jun 2, 2026

Skeletal Latent Diffusion

24.18FID

2

Mar 10, 2026

Skeletal Latent Diffusion

18.28FID

2

Mar 10, 2026

Popular datasets

ShapeNet ImageCAS CoW PartNet DeepFashion3D

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