Image Classification on MNIST-C Blur (target)
99.23Average AccuracyComposition
Evaluation results
| Method | Links | |
|---|---|---|
| CompositionData Distribution=Clean2026.06 | 99.23 | |
| SAMData Distribution=Mixed2026.06 | 93.08 | |
| CompositionData Distribution=Mixed2026.06 | 91.77 | |
| SubstitutionSubstitution Similarity Level=30%2026.06 | 89.92 | |
| SubstitutionSubstitution Similarity Level=50%2026.06 | 81.85 | |
| TDA(O)manifold setting=oblique2026.01 | 71.1 | |
| TDA(S)manifold setting=Stiefel2026.01 | 70.7 | |
| E-TAISL(O)manifold setting=oblique2026.01 | 69.8 | |
| E-TAISL(S)manifold setting=Stiefel2026.01 | 69.5 | |
| TAISL2026.01 | 69 | |
| NTSL2026.01 | 67.3 | |
| CORAL2026.01 | 67.1 | |
| SA2026.01 | 66 | |
| PCA2026.01 | 65.3 | |
| NAadaptation=None2026.01 | 64.1 |