Skin tone classification on Fitzpatrick17k
82.34Acc (I–II)HypCBC
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| HypCBCManifold=Hyperbolic2026.02 | 82.34 | 86.28 | 84.27 | 84.3 | |
| HypERMManifold=Hyperbolic2026.02 | 81.93 | 84.31 | 83.56 | 83.27 | |
| AugMixManifold=Euclidean2026.02 | 80.26 | 82.86 | 79.25 | 80.79 | |
| Med-CManifold=Euclidean2026.02 | 80.15 | 82.8 | 79.66 | 80.87 | |
| GroupDROManifold=Euclidean2026.02 | 80.15 | 82.54 | 78.6 | 80.43 | |
| RandAugManifold=Euclidean2026.02 | 80.04 | 82.86 | 79.24 | 80.71 | |
| ERMManifold=Euclidean2026.02 | 79.93 | 82.88 | 79.23 | 80.68 | |
| DANNManifold=Euclidean2026.02 | 79.9 | 82.47 | 79.69 | 80.69 | |
| CDANNManifold=Euclidean2026.02 | 79.71 | 82.44 | 80.02 | 80.72 | |
| VRExManifold=Euclidean2026.02 | 79.16 | 82.35 | 79.66 | 80.39 | |
| CORALManifold=Euclidean2026.02 | 78.83 | 82.4 | 79.52 | 80.25 | |
| MMDManifold=Euclidean2026.02 | 78.82 | 82.15 | 79.56 | 80.18 | |
| IRMManifold=Euclidean2026.02 | 76.57 | 80.2 | 78.84 | 78.54 |