Tissue classification on TCGA-LUSC (cross-TSI)
0.8913AUCGLMP
Evaluation Results
| Method | Links | |
|---|---|---|
| GLMPNormalization/Alignment=Baseline2026.06 | 0.8913 | |
| H-optimus-1Normalization/Alignment=Baseline2026.06 | 0.8805 | |
| H-optimus-1Normalization/Alignment=Macenko Normalization2026.06 | 0.8767 | |
| Virchow2Normalization/Alignment=Macenko Normalization2026.06 | 0.8699 | |
| UNI2-hNormalization/Alignment=Macenko Normalization2026.06 | 0.8685 | |
| Prov-GigaPathNormalization/Alignment=Macenko Normalization2026.06 | 0.865 | |
| hibou-LNormalization/Alignment=Macenko Normalization2026.06 | 0.86 | |
| Phikon-v2Normalization/Alignment=Baseline2026.06 | 0.858 | |
| ResNet-50Normalization/Alignment=Baseline2026.06 | 0.8564 | |
| hibou-LNormalization/Alignment=DANN2026.06 | 0.8554 | |
| H-optimus-1Normalization/Alignment=DANN2026.06 | 0.855 | |
| Prov-GigaPathNormalization/Alignment=DANN2026.06 | 0.8549 | |
| Virchow2Normalization/Alignment=Baseline2026.06 | 0.8548 | |
| Prov-GigaPathNormalization/Alignment=Baseline2026.06 | 0.854 | |
| Phikon-v2Normalization/Alignment=DANN2026.06 | 0.85 | |
| Phikon-v2Normalization/Alignment=Macenko Normalization2026.06 | 0.8477 | |
| Virchow2Normalization/Alignment=DANN2026.06 | 0.8442 | |
| hibou-LNormalization/Alignment=Baseline2026.06 | 0.8405 | |
| UNI2-hNormalization/Alignment=Baseline2026.06 | 0.8364 | |
| UNI2-hNormalization/Alignment=DANN2026.06 | 0.8296 | |
| CONCHNormalization/Alignment=Baseline2026.06 | 0.7988 | |
| Qwen2.5-VL-7B-InstructNormalization/Alignment=Baseline2026.06 | 0.7984 | |
| DINOv2-baseNormalization/Alignment=Baseline2026.06 | 0.7981 | |
| Llama-3.2-11B-VisionNormalization/Alignment=Baseline2026.06 | 0.7895 |