Tissue classification on CAMELYON16 (within-TSI)
0.9939AUCH-optimus-1
Evaluation Results
| Method | Links | |
|---|---|---|
| H-optimus-1Normalization/Alignment=Baseline2026.06 | 0.9939 | |
| Virchow2Normalization/Alignment=Baseline2026.06 | 0.9935 | |
| H-optimus-1Normalization/Alignment=DANN2026.06 | 0.993 | |
| H-optimus-1Normalization/Alignment=Macenko Normalization2026.06 | 0.9927 | |
| UNI2-hNormalization/Alignment=Baseline2026.06 | 0.9922 | |
| Virchow2Normalization/Alignment=DANN2026.06 | 0.9921 | |
| UNI2-hNormalization/Alignment=Macenko Normalization2026.06 | 0.9916 | |
| UNI2-hNormalization/Alignment=DANN2026.06 | 0.9912 | |
| hibou-LNormalization/Alignment=Baseline2026.06 | 0.99 | |
| hibou-LVariant=DANN2026.06 | 0.9892 | |
| Phikon-v2Normalization/Alignment=Baseline2026.06 | 0.989 | |
| Prov-GigaPathNormalization/Alignment=Baseline2026.06 | 0.9883 | |
| hibou-LNormalization/Alignment=Macenko Normalization2026.06 | 0.9873 | |
| Virchow2Normalization/Alignment=Macenko Normalization2026.06 | 0.9872 | |
| Phikon-v2Normalization/Alignment=DANN2026.06 | 0.9868 | |
| CONCHNormalization/Alignment=Baseline2026.06 | 0.9862 | |
| Phikon-v2Normalization/Alignment=Macenko Normalization2026.06 | 0.9862 | |
| Prov-GigaPathNormalization/Alignment=DANN2026.06 | 0.9851 | |
| Prov-GigaPathNormalization/Alignment=Macenko Normalization2026.06 | 0.9845 | |
| Llama-3.2-11B-VisionNormalization/Alignment=Baseline2026.06 | 0.9726 | |
| ResNet-50Normalization/Alignment=Baseline2026.06 | 0.9698 | |
| GLMPNormalization/Alignment=Baseline2026.06 | 0.9653 | |
| DINOv2-baseNormalization/Alignment=Baseline2026.06 | 0.9645 | |
| Qwen2.5-VL-7B-InstructNormalization/Alignment=Baseline2026.06 | 0.8943 |