Affine Identifiability on Synthetic Gaussian distribution, dS=dZ=10
99.41R2DeepCCA
Evaluation results
| Method | Links | |
|---|---|---|
| DeepCCAEncoder=f'2025.10 | 99.41 | |
| W-MSEEncoder=f'2025.10 | 99.4 | |
| DeepCCAEncoder=f2025.10 | 99.4 | |
| W-MSEEncoder=f2025.10 | 99.17 | |
| rDGCCAEncoder=f2025.10 | 90.57 | |
| rDGCCAEncoder=f'2025.10 | 82.48 | |
| BarlowTwinsEncoder=f'2025.10 | 79.51 | |
| BarlowTwinsEncoder=f2025.10 | 79.44 | |
| SwAVEncoder=f'2025.10 | 37.88 | |
| SwAVEncoder=f2025.10 | 32.96 | |
| DGCCAEncoder=f2025.10 | 21.9 | |
| DGCCAEncoder=f'2025.10 | 18.17 | |
| VICRegEncoder=f2025.10 | 14.54 | |
| VICRegEncoder=f'2025.10 | 13.05 |