Affine Identifiability on Synthetic Gamma distribution, dS=dZ=10
99.35R2DeepCCA
Evaluation results
| Method | Links | |
|---|---|---|
| DeepCCAEncoder=f'2025.10 | 99.35 | |
| W-MSEEncoder=f'2025.10 | 99.34 | |
| DeepCCAEncoder=f2025.10 | 99.12 | |
| W-MSEEncoder=f2025.10 | 99.11 | |
| rDGCCAEncoder=f2025.10 | 90.35 | |
| rDGCCAEncoder=f'2025.10 | 83.35 | |
| BarlowTwinsEncoder=f2025.10 | 61.99 | |
| BarlowTwinsEncoder=f'2025.10 | 61.98 | |
| SwAVEncoder=f2025.10 | 29.37 | |
| SwAVEncoder=f'2025.10 | 28.38 | |
| DGCCAEncoder=f2025.10 | 22 | |
| DGCCAEncoder=f'2025.10 | 21.17 | |
| VICRegEncoder=f'2025.10 | 13.61 | |
| VICRegEncoder=f2025.10 | 12.27 |