Classification on NuCLS super (AUC, AUPR, F1)
93.2AUCLEMON-MoCov3
Evaluation Results
| Method | Links | |||||
|---|---|---|---|---|---|---|
| LEMON-MoCov3Backbone=ViT-s/82026.03 | 93.2 | 83.1 | 77.9 | 78.5 | 81.6 | |
| H-Optimus-0Backbone=ViT-g/142026.03 | 91.7 | 81.2 | 75.2 | 75.7 | 79.4 | |
| Virchow2Backbone=ViT-h/142026.03 | 91.5 | 80.7 | 75.3 | 75.9 | 79.4 | |
| DINOv2Backbone=ViT-s/142026.03 | 90.5 | 79.4 | 73.2 | 73.8 | 77.5 | |
| DINOv2Backbone=ViT-g/142026.03 | 90.5 | 78.6 | 73.3 | 73.9 | 77.7 | |
| UNIBackbone=ViT-l/162026.03 | 90.5 | 78.9 | 73.3 | 73.8 | 77.7 | |
| VoltaBackbone=ResNet-182026.03 | 90.5 | 79.5 | 73.6 | 74 | 77.6 | |
| DINOv2Backbone=ViT-b/142026.03 | 90.3 | 79.2 | 73.2 | 73.8 | 77.5 | |
| DINOv2Backbone=ViT-l/142026.03 | 89.7 | 77.5 | 72.1 | 72.6 | 76.7 | |
| ImagenetBackbone=ResNet-502026.03 | 89.1 | 77.7 | 71.1 | 71.7 | 75.6 | |
| ImagenetBackbone=ResNet-182026.03 | 87.6 | 75.7 | 69.3 | 69.8 | 74 |