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3DIdent dataset and benchmarks · SOTA2 Research

Research Datasets

3DIdent

Benchmarks

Task NameDataset NameSOTA MethodSort

Task NameDataset NameSOTA ResultTrendResults

Latent Recovery

3DIdent

97.8R^2

14

Disentanglement

3DIdent

98.08R^2 (Box)

10

3DIdent 1.0 (test)

4.966Reconstruction Score

9

Concept Composition

3DIdent 1.0 (test)

25.6Compo

9

Concept Learning

3DIdent 1.0 (test)

25.7Concept Score

9

Counterfactual Generation

Strong-3DIdent

0.058MAE (distance)

4

Counterfactual Generation

3DIdent Weak

0.024MAE (d)

2

Popular tasks

Counterfactual Generation Disentanglement Reconstruction Concept Learning Concept Composition

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