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Papers Benchmarks Datasets Tasks

ShapeNet Core dataset and benchmarks · SOTA2 Research

Research Datasets

ShapeNet Core

Benchmarks

Task NameDataset NameSOTA MethodSort

Task NameDataset NameSOTA ResultTrendResults

3D Reconstruction

ShapeNet Core v2 (test)

0.85Chamfer Distance

11

Shape Canonicalization

ShapeNet Core Partial v1 (test)

0.212Score (bench)

9

Point Cloud Completion

ShapeNet-Core Novel Categories (Dissimilar) (test)

49.429Piano CD (x10^4)

5

Point Cloud Completion

ShapeNet-Core Novel Categories (Similar) (test)

0.004Bicycle CD

5

Popular tasks

Point Cloud Completion 3D Reconstruction Shape Canonicalization

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