| Task Name | Dataset Name | SOTA Result | Trend | |
|---|---|---|---|---|
| Pairwise-constrained clustering | Skin | SSE895,000,000 | 12 | |
| Pathology Image Classification | Skin-C corrupted (test) | Accuracy50.65 | 12 | |
| Classification | skin UCI (test) | Accuracy99.7 | 11 | |
| Out-of-Distribution Detection | Skin40 (test) | Accuracy76.75 | 9 | |
| Continual Clustering | Skin | AI NMI81.3 | 8 | |
| Spatially resolved gene expression prediction | Skin | MSE0.208 | 7 | |
| Histopathology Image Classification | Skin-C | Accuracy33.81 | 6 | |
| Histopathology Image Classification | Skin | Accuracy50.62 | 6 | |
| Image Classification | Skin Clean (test) | Accuracy64.32 | 6 | |
| Pathology Image Classification | Skin clean (test) | Accuracy68.34 | 6 | |
| Constitutive Modeling | Skin | R² Strip-X (λ2=1), Stress 1100 | 3 | |
| Clustering | Skin | ARI0.327 | 2 |