Clinical classification on GBMLGG Mesenchymal
93.22AUCGPNet
Evaluation Results
| Method | Links | |
|---|---|---|
| GPNetInference Modality=Gene-only2026.06 | 93.22 | |
| SNNInference Modality=Gene-only2026.06 | 92.19 | |
| DMMLtInference Modality=Multimodal (WSI+omics test-time)2026.06 | 91.75 | |
| PAMTInference Modality=Multimodal (WSI+omics test-time)2026.06 | 90.01 | |
| MMPInference Modality=Multimodal (WSI+omics test-time)2026.06 | 89.24 | |
| LD-CVAEInference Modality=Multimodal (WSI+omics test-time)2026.06 | 88.44 | |
| MoPEInference Modality=WSI-only (WSI+omics training)2026.06 | 80.09 | |
| AttMIL-MoEInference Modality=Histology-only2026.06 | 78.4 | |
| MKDInference Modality=WSI-only (WSI+omics training)2026.06 | 77.94 | |
| TransMIL-MoEInference Modality=Histology-only2026.06 | 77.6 | |
| DTFD-MILInference Modality=Histology-only2026.06 | 76.47 | |
| DMMLInference Modality=WSI-only (WSI+omics training)2026.06 | 76.28 | |
| TDCInference Modality=WSI-only (WSI+omics training)2026.06 | 75.54 | |
| DSMILInference Modality=Histology-only2026.06 | 74.25 | |
| AttMILInference Modality=Histology-only2026.06 | 73.71 | |
| WIKGInference Modality=Histology-only2026.06 | 73.51 | |
| G-HANetInference Modality=WSI-only (WSI+omics training)2026.06 | 73.23 | |
| TransMILInference Modality=Histology-only2026.06 | 67.54 |