Clinical Classification on LUAD-Hypoxia
94.25AUCLD-CVAE
Evaluation Results
| Method | Links | |
|---|---|---|
| LD-CVAEInference Modality=Multimodal (WSI+omics test-time)2026.06 | 94.25 | |
| PAMTInference Modality=Multimodal (WSI+omics test-time)2026.06 | 93.84 | |
| DMMLtInference Modality=Multimodal (WSI+omics test-time)2026.06 | 93.34 | |
| MMPInference Modality=Multimodal (WSI+omics test-time)2026.06 | 92.21 | |
| GPNetInference Modality=Gene-only2026.06 | 90.71 | |
| SNNInference Modality=Gene-only2026.06 | 90.66 | |
| MoPEInference Modality=WSI-only (WSI+omics training)2026.06 | 82.17 | |
| AttMIL-MoEInference Modality=Histology-only2026.06 | 79.97 | |
| G-HANetInference Modality=WSI-only (WSI+omics training)2026.06 | 79.62 | |
| DMMLInference Modality=WSI-only (WSI+omics training)2026.06 | 79.11 | |
| AttMILInference Modality=Histology-only2026.06 | 79.02 | |
| TransMIL-MoEInference Modality=Histology-only2026.06 | 79.02 | |
| MKDInference Modality=WSI-only (WSI+omics training)2026.06 | 79.01 | |
| DSMILInference Modality=Histology-only2026.06 | 78.81 | |
| WIKGInference Modality=Histology-only2026.06 | 78.61 | |
| DTFD-MILInference Modality=Histology-only2026.06 | 78.24 | |
| TDCInference Modality=WSI-only (WSI+omics training)2026.06 | 78.18 | |
| TransMILInference Modality=Histology-only2026.06 | 76.36 |