7-class Histopathology Classification on BRACS
82.8AccuracyIBMIL
Evaluation Results
| Method | Links | |||
|---|---|---|---|---|
| IBMILGCE=false2026.05 | 82.8 | 77.6 | 91.8 | |
| CLAM-SBGCE=false2026.05 | 80.7 | 74.2 | 91.9 | |
| MHIM-MILGCE=false2026.05 | 79.6 | 71.8 | 89.9 | |
| DTFD-MILGCE=false2026.05 | 78.4 | 69.1 | 91.7 | |
| HDMILGCE=false2026.05 | 78.1 | 70.7 | 89.1 | |
| DSMILGCE=false2026.05 | 76.5 | 68.4 | 88.8 | |
| ABMILGCE=false2026.05 | 75.4 | 63.4 | 86.4 | |
| TransMILGCE=false2026.05 | 73.8 | 67.6 | 88.3 | |
| CAMILGCE=false2026.05 | 73.8 | 66.6 | 87.9 | |
| CAMILGCE=true2026.05 | 3.9 | 5.4 | 2.9 | |
| HDMILGCE=true2026.05 | 3.8 | 6.6 | 3.8 | |
| ABMILGCE=true2026.05 | 3.6 | 6.9 | 5.1 | |
| TransMILGCE=true2026.05 | 3 | 3.8 | 2.1 | |
| DTFD-MILGCE=true2026.05 | 2.6 | 6.6 | 0.9 | |
| CLAM-SBGCE=true2026.05 | 1.5 | 2.3 | 0.8 | |
| DSMILGCE=true2026.05 | 1.4 | 4.2 | 2.1 | |
| MHIM-MILGCE=true2026.05 | 1.2 | 3 | 2.3 | |
| IBMILGCE=true2026.05 | 0.8 | 2.5 | 1.3 |