PR Status Classification on TCGA-BRCA
0.9174AUCGPNet
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| GPNetInference Modality=Gene-only2026.06 | 0.9174 | — | — | |
| SNNInference Modality=Gene-only2026.06 | 0.9059 | — | — | |
| LD-CVAEInference Modality=Multimodal (WSI+omics test-time)2026.06 | 0.8854 | — | — | |
| MoPEInference Modality=WSI-only (WSI+omics training)2026.06 | 0.8827 | — | — | |
| MoMKD2026.02 | 0.879 | 0.81 | 0.788 | |
| DMMLtInference Modality=Multimodal (WSI+omics test-time)2026.06 | 0.8784 | — | — | |
| MMPInference Modality=Multimodal (WSI+omics test-time)2026.06 | 0.87 | — | — | |
| G-HANetInference Modality=WSI-only (WSI+omics training)2026.06 | 0.8597 | — | — | |
| AttMIL-MoEInference Modality=Histology-only2026.06 | 0.8534 | — | — | |
| DTFD-MILInference Modality=Histology-only2026.06 | 0.8525 | — | — | |
| TransMIL2026.02 | 0.852 | 0.79 | 0.761 | |
| PAMTInference Modality=Multimodal (WSI+omics test-time)2026.06 | 0.8517 | — | — | |
| MKD2026.02 | 0.851 | 0.801 | 0.762 | |
| TransMIL-MoEInference Modality=Histology-only2026.06 | 0.851 | — | — | |
| G-HANET2026.02 | 0.85 | 0.791 | 0.759 | |
| MKDInference Modality=WSI-only (WSI+omics training)2026.06 | 0.85 | — | — | |
| WIKG2026.02 | 0.849 | 0.792 | 0.761 | |
| WIKGInference Modality=Histology-only2026.06 | 0.849 | — | — | |
| TDC2026.02 | 0.847 | 0.731 | 0.723 | |
| TDCInference Modality=WSI-only (WSI+omics training)2026.06 | 0.847 | — | — | |
| AttMILInference Modality=Histology-only2026.06 | 0.8452 | — | — | |
| ABMIL2026.02 | 0.845 | 0.788 | 0.75 | |
| DTFDMIL2026.02 | 0.839 | 0.796 | 0.763 | |
| TransMILInference Modality=Histology-only2026.06 | 0.839 | — | — | |
| DMMLInference Modality=WSI-only (WSI+omics training)2026.06 | 0.825 | — | — | |
| DSMILInference Modality=Histology-only2026.06 | 0.8164 | — | — | |
| DSMIL2026.02 | 0.816 | 0.764 | 0.727 |