| Task Name | Dataset Name | SOTA Result | Trend | |
|---|---|---|---|---|
| Disentanglement | 3DIdent | R^2 (Box)98.08 | 10 | |
| Reconstruction | 3DIdent 1.0 (test) | Reconstruction Score4.966 | 9 | |
| Concept Composition | 3DIdent 1.0 (test) | Compo25.6 | 9 | |
| Concept Learning | 3DIdent 1.0 (test) | Concept Score25.7 | 9 | |
| Counterfactual Generation | Strong-3DIdent | MAE (distance)0.058 | 4 | |
| Counterfactual Generation | 3DIdent Weak | MAE (d)0.024 | 2 |