Semantic Segmentation on WSI 40x (test)
85.84mIoUMAD-NP
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| MAD-NPEvaluation Protocol=Zero-Shot, Training Magnification=10x, Linear Probe=true2025.12 | 85.84 | 91.93 | 91 | 96.7 | |
| UNI2Evaluation Protocol=Zero-Shot, Training Magnification=10x, Linear Probe=true2025.12 | 80.18 | 84.21 | 83.52 | 90 | |
| Prov-GigaPathEvaluation Protocol=Zero-Shot, Training Magnification=10x, Linear Probe=true2025.12 | 72.45 | 79.67 | 82.9 | 81.6 | |
| UNIEvaluation Protocol=Zero-Shot, Training Magnification=10x, Linear Probe=true2025.12 | 72.12 | 79.68 | 81.66 | 80.5 | |
| Virchow2Evaluation Protocol=Zero-Shot, Training Magnification=10x, Linear Probe=true2025.12 | 71.76 | 82.33 | 75.21 | 81 | |
| DINOv2 Giant FinetunedEvaluation Protocol=Zero-Shot, Training Magnification=10x, Linear Probe=true2025.12 | 57.61 | 64.77 | 63.84 | 64.8 |