Binary Histopathology Subtyping Classification on NSCLC
94.4AccuracyCAMIL
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| CAMILGCE=false2026.05 | 94.4 | 93.1 | 97.5 | |
| HDMILGCE=false2026.05 | 94 | 92.7 | 97 | |
| MHIM-MILGCE=false2026.05 | 93.8 | 92.6 | 97 | |
| TransMILGCE=false2026.05 | 93.6 | 92.4 | 96.9 | |
| IBMILGCE=false2026.05 | 93.5 | 92.2 | 96.8 | |
| DTFD-MILGCE=false2026.05 | 93.3 | 92.1 | 96.5 | |
| DSMILGCE=false2026.05 | 93 | 91.5 | 96.2 | |
| CLAM-SBGCE=false2026.05 | 92.3 | 91.1 | 95.6 | |
| ABMILGCE=false2026.05 | 90.9 | 89.5 | 94.8 | |
| ABMILGCE=true2026.05 | 2.3 | 2.2 | 1.3 | |
| CLAM-SBGCE=true2026.05 | 1.7 | 1.7 | 0 | |
| DSMILGCE=true2026.05 | 1.5 | 1.5 | 0.8 | |
| IBMILGCE=true2026.05 | 1.4 | 1.4 | 0.3 | |
| DTFD-MILGCE=true2026.05 | 0.7 | 0 | 0.3 | |
| MHIM-MILGCE=true2026.05 | 0.7 | 0.6 | 0 | |
| CAMILGCE=true2026.05 | 0.6 | 0 | 0.2 | |
| TransMILGCE=true2026.05 | 0 | 0 | 0.3 | |
| HDMILGCE=true2026.05 | 0 | 0.6 | 0.3 |