Clinical Classification on BRCA-ODX
91.88AUCSNN
Evaluation Results
| Method | Links | |
|---|---|---|
| SNNInference Modality=Gene-only2026.06 | 91.88 | |
| GPNetInference Modality=Gene-only2026.06 | 90.7 | |
| PAMTInference Modality=Multimodal (WSI+omics test-time)2026.06 | 88.28 | |
| DMMLtInference Modality=Multimodal (WSI+omics test-time)2026.06 | 88.22 | |
| MMPInference Modality=Multimodal (WSI+omics test-time)2026.06 | 87.3 | |
| LD-CVAEInference Modality=Multimodal (WSI+omics test-time)2026.06 | 87.13 | |
| MoPEInference Modality=WSI-only (WSI+omics training)2026.06 | 85.38 | |
| AttMIL-MoEInference Modality=Histology-only2026.06 | 82.8 | |
| G-HANetInference Modality=WSI-only (WSI+omics training)2026.06 | 82.1 | |
| DMMLInference Modality=WSI-only (WSI+omics training)2026.06 | 81.57 | |
| TDCInference Modality=WSI-only (WSI+omics training)2026.06 | 81.01 | |
| MKDInference Modality=WSI-only (WSI+omics training)2026.06 | 80.14 | |
| TransMIL-MoEInference Modality=Histology-only2026.06 | 79.84 | |
| AttMILInference Modality=Histology-only2026.06 | 79.31 | |
| TransMILInference Modality=Histology-only2026.06 | 79.1 | |
| DSMILInference Modality=Histology-only2026.06 | 78.7 | |
| WIKGInference Modality=Histology-only2026.06 | 78.36 | |
| DTFD-MILInference Modality=Histology-only2026.06 | 77.91 |