Clinical classification on LUAD-EGFR
85.87AUCSNN
Evaluation results
| Method | Links | |
|---|---|---|
| SNNInference Modality=Gene-only2026.06 | 85.87 | |
| GPNetInference Modality=Gene-only2026.06 | 85.21 | |
| DMMLtInference Modality=Multimodal (WSI+omics test-time)2026.06 | 78.51 | |
| LD-CVAEInference Modality=Multimodal (WSI+omics test-time)2026.06 | 78.3 | |
| MMPInference Modality=Multimodal (WSI+omics test-time)2026.06 | 76.24 | |
| MoPEInference Modality=WSI-only (WSI+omics training)2026.06 | 75.9 | |
| PAMTInference Modality=Multimodal (WSI+omics test-time)2026.06 | 75.4 | |
| G-HANetInference Modality=WSI-only (WSI+omics training)2026.06 | 74.21 | |
| MKDInference Modality=WSI-only (WSI+omics training)2026.06 | 74.01 | |
| DMMLInference Modality=WSI-only (WSI+omics training)2026.06 | 72.91 | |
| AttMIL-MoEInference Modality=Histology-only2026.06 | 72.68 | |
| TDCInference Modality=WSI-only (WSI+omics training)2026.06 | 72.27 | |
| WIKGInference Modality=Histology-only2026.06 | 72.01 | |
| TransMIL-MoEInference Modality=Histology-only2026.06 | 70.89 | |
| DTFD-MILInference Modality=Histology-only2026.06 | 70.56 | |
| AttMILInference Modality=Histology-only2026.06 | 70.22 | |
| DSMILInference Modality=Histology-only2026.06 | 70.01 | |
| TransMILInference Modality=Histology-only2026.06 | 64.83 |