Classification on TCGA-NSCLC
92.1AUCDTFD-MIL
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| DTFD-MILResolution Setup=Full HR2026.06 | 92.1 | 83.1 | — | 121 | |
| ZOOMMILResolution Setup=SC2026.06 | 91.7 | 82.4 | — | 22 | |
| CLAM-MBResolution Setup=Full HR2026.06 | 91.5 | 81.9 | — | 121 | |
| HDMILResolution Setup=SC2026.06 | 91 | 83.1 | — | 117 | |
| DSMILResolution Setup=Full HR2026.06 | 90.8 | 82.2 | — | 121 | |
| LRMILResolution Setup=SC2026.06 | 90.6 | 83.2 | — | 10 | |
| TransMILResolution Setup=Full HR2026.06 | 89.6 | 81.1 | — | 121 | |
| CLAM-SBResolution Setup=Full HR2026.06 | 89.5 | 80.7 | — | 121 | |
| Mean-PResolution Setup=Full HR2026.06 | 89.1 | 79.4 | — | 121 | |
| ABMILResolution Setup=Full HR2026.06 | 89 | 81 | — | 121 | |
| Max-PResolution Setup=Full HR2026.06 | 84.1 | 75.8 | — | 121 | |
| MambaBack2026.04 | 71.3 | 77.4 | 43.1 | — | |
| TransMIL2026.04 | 71.1 | 77.3 | 37.9 | — | |
| DTFD-MIL2026.04 | 71 | 76.9 | 40.3 | — | |
| ABMIL2026.04 | 70.8 | 76.5 | 37.6 | — | |
| CLAM2026.04 | 70.8 | 77 | 39.8 | — | |
| PathRWKV2026.04 | 70.7 | 77 | 43 | — | |
| MambaMIL2026.04 | 70.6 | 77.1 | 42 | — | |
| GigaPath2026.04 | 66.1 | 77.1 | 33.5 | — |