Tissue classification on TCGA-LUSC (within-TSI)
0.9187AUCPhikon-v2
Evaluation Results
| Method | Links | |
|---|---|---|
| Phikon-v2Normalization/Alignment=Baseline2026.06 | 0.9187 | |
| Phikon-v2Normalization/Alignment=DANN2026.06 | 0.913 | |
| H-optimus-1Normalization/Alignment=Baseline2026.06 | 0.9106 | |
| hibou-LNormalization/Alignment=DANN2026.06 | 0.9088 | |
| hibou-LNormalization/Alignment=Baseline2026.06 | 0.9066 | |
| Phikon-v2Normalization/Alignment=Macenko Normalization2026.06 | 0.902 | |
| H-optimus-1Normalization/Alignment=Macenko Normalization2026.06 | 0.8978 | |
| Virchow2Normalization/Alignment=Baseline2026.06 | 0.8968 | |
| hibou-LNormalization/Alignment=Macenko Normalization2026.06 | 0.8958 | |
| H-optimus-1Normalization/Alignment=DANN2026.06 | 0.8935 | |
| Virchow2Normalization/Alignment=Macenko Normalization2026.06 | 0.8928 | |
| UNI2-hNormalization/Alignment=Macenko Normalization2026.06 | 0.8899 | |
| UNI2-hNormalization/Alignment=Baseline2026.06 | 0.8878 | |
| Virchow2Normalization/Alignment=DANN2026.06 | 0.8858 | |
| Prov-GigaPathNormalization/Alignment=Baseline2026.06 | 0.8853 | |
| Prov-GigaPathNormalization/Alignment=Macenko Normalization2026.06 | 0.8843 | |
| UNI2-hNormalization/Alignment=DANN2026.06 | 0.8834 | |
| GLMPNormalization/Alignment=Baseline2026.06 | 0.8819 | |
| Prov-GigaPathNormalization/Alignment=DANN2026.06 | 0.8744 | |
| ResNet-50Normalization/Alignment=Baseline2026.06 | 0.8724 | |
| Qwen2.5-VL-7B-InstructNormalization/Alignment=Baseline2026.06 | 0.833 | |
| DINOv2-baseNormalization/Alignment=Baseline2026.06 | 0.8157 | |
| CONCHNormalization/Alignment=Baseline2026.06 | 0.8154 | |
| Llama-3.2-11B-VisionNormalization/Alignment=Baseline2026.06 | 0.7998 |