Binary Histopathology Classification on BRCA
89.9AccuracyDTFD-MIL
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| DTFD-MILGCE=false2026.05 | 89.9 | 68.4 | 84 | |
| HDMILGCE=false2026.05 | 86.6 | 60.3 | 83.5 | |
| DSMILGCE=false2026.05 | 84.6 | 52.9 | 83.9 | |
| MHIM-MILGCE=false2026.05 | 83.9 | 55.6 | 84.6 | |
| CAMILGCE=false2026.05 | 83.9 | 60.8 | 81.1 | |
| TransMILGCE=false2026.05 | 82 | 54.8 | 81.3 | |
| CLAM-SBGCE=false2026.05 | 81.8 | 52.3 | 82.1 | |
| IBMILGCE=false2026.05 | 81.4 | 48.7 | 82.9 | |
| ABMILGCE=false2026.05 | 80.5 | 44.9 | 80.3 | |
| CLAM-SBGCE=true2026.05 | 2.1 | 5.3 | 1.8 | |
| IBMILGCE=true2026.05 | 2 | 6 | 0.7 | |
| MHIM-MILGCE=true2026.05 | 1.7 | 4.4 | 1.2 | |
| ABMILGCE=true2026.05 | 1.4 | 4.2 | 1.7 | |
| HDMILGCE=true2026.05 | 0.6 | 3.9 | 0.9 | |
| CAMILGCE=true2026.05 | 0.3 | 0.2 | 0.6 | |
| DSMILGCE=true2026.05 | 0.1 | 1.4 | 0 | |
| TransMILGCE=true2026.05 | 0 | 1.3 | 1.5 | |
| DTFD-MILGCE=true2026.05 | 0 | 0.7 | 1.1 |