Nuclear morphology classification on MIDOG25 majority
91.1AUCLEMON-MoCov3
Evaluation Results
| Method | Links | |||||
|---|---|---|---|---|---|---|
| LEMON-MoCov3Architecture=ViT-s/82026.03 | 91.1 | 98.1 | 74.1 | 77.8 | 89.7 | |
| VoltaBackbone=ResNet-182026.03 | 84.9 | 96.3 | 72.6 | 74.2 | 87.6 | |
| DINOv2Architecture=ViT-g/142026.03 | 84.4 | 96.4 | 65.4 | 69 | 86.1 | |
| DINOv2Architecture=ViT-b/142026.03 | 84.2 | 96.4 | 65.3 | 68.8 | 86 | |
| DINOv2Architecture=ViT-l/142026.03 | 83.3 | 96.1 | 64.7 | 68.2 | 85.8 | |
| DINOv2Architecture=ViT-s/142026.03 | 83.2 | 96.1 | 64.3 | 67.7 | 85.6 | |
| H-Optimus-0Architecture=ViT-g/142026.03 | 81.2 | 95.4 | 63.1 | 66.5 | 85.2 | |
| ImagenetBackbone=ResNet-502026.03 | 80.5 | 95.5 | 60.3 | 63.2 | 84 | |
| UNIArchitecture=ViT-l/162026.03 | 80.4 | 95.3 | 62.3 | 65.6 | 84.9 | |
| Virchow2Architecture=ViT-h/142026.03 | 79.9 | 95 | 61.8 | 65 | 84.8 | |
| ImagenetBackbone=ResNet-182026.03 | 78.1 | 94.8 | 57.7 | 59.7 | 82.9 |