Tissue Classification on CAMELYON16 (cross-TSI)
0.9932AUCVirchow2
Evaluation Results
| Method | Links | |
|---|---|---|
| Virchow2Normalization/Alignment=Baseline2026.06 | 0.9932 | |
| H-optimus-1Normalization/Alignment=Baseline2026.06 | 0.9912 | |
| H-optimus-1Normalization/Alignment=Macenko Normalization2026.06 | 0.991 | |
| H-optimus-1Normalization/Alignment=DANN2026.06 | 0.9901 | |
| UNI2-hNormalization/Alignment=Macenko Normalization2026.06 | 0.9894 | |
| Virchow2Normalization/Alignment=Macenko Normalization2026.06 | 0.9886 | |
| UNI2-hNormalization/Alignment=Baseline2026.06 | 0.9885 | |
| hibou-LNormalization/Alignment=DANN2026.06 | 0.9869 | |
| Virchow2Normalization/Alignment=DANN2026.06 | 0.9861 | |
| hibou-LNormalization/Alignment=Macenko Normalization2026.06 | 0.9859 | |
| CONCHNormalization/Alignment=Baseline2026.06 | 0.9856 | |
| hibou-LNormalization/Alignment=Baseline2026.06 | 0.9853 | |
| Prov-GigaPathNormalization/Alignment=Baseline2026.06 | 0.9832 | |
| UNI2-hNormalization/Alignment=DANN2026.06 | 0.9821 | |
| Prov-GigaPathNormalization/Alignment=Macenko Normalization2026.06 | 0.9815 | |
| Phikon-v2Normalization/Alignment=Macenko Normalization2026.06 | 0.9811 | |
| Phikon-v2Normalization/Alignment=Baseline2026.06 | 0.9799 | |
| Phikon-v2Normalization/Alignment=DANN2026.06 | 0.9759 | |
| Prov-GigaPathNormalization/Alignment=DANN2026.06 | 0.9737 | |
| GLMPNormalization/Alignment=Baseline2026.06 | 0.9714 | |
| Llama-3.2-11B-VisionNormalization/Alignment=Baseline2026.06 | 0.9607 | |
| DINOv2-baseNormalization/Alignment=Baseline2026.06 | 0.9526 | |
| ResNet-50Normalization/Alignment=Baseline2026.06 | 0.9443 | |
| Qwen2.5-VL-7B-InstructNormalization/Alignment=Baseline2026.06 | 0.7517 |