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Papers Benchmarks Datasets Tasks

UniCAD dataset and benchmarks · SOTA2 Research

Research Datasets

UniCAD

Benchmarks

Task NameDataset NameSOTA MethodSort

Task NameDataset NameSOTA ResultTrendResults

Point Cloud Reconstruction

UniCAD (test)

0.17CD

11

Single-view CAD reconstruction

UniCAD (test)

0.17Chamfer Distance (CD)

8

Multi-view Image CAD Reconstruction

UniCAD (test)

0.17Chamfer Distance (CD)

5

Text-driven CAD Reconstruction

UniCAD (test)

0.2Chamfer Distance (CD)

4

CAD Question Answering

UniCAD (test)

90Accuracy

3

Multi-view Sketch CAD Reconstruction

UniCAD (test)

0.22Chamfer Distance (CD)

1

Popular tasks

Point Cloud Reconstruction Text-driven CAD Reconstruction Multi-view Image CAD Reconstruction Multi-view Sketch CAD Reconstruction CAD Question Answering

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