Histopathology Classification on PANDA
74.6AccuracyHDMIL
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| HDMILGCE=false2026.05 | 74.6 | 69.6 | 0.932 | |
| DTFD-MILGCE=false2026.05 | 73.6 | 67.6 | 0.932 | |
| TransMILGCE=false2026.05 | 73 | 67 | 0.923 | |
| CLAM-SBGCE=false2026.05 | 72.3 | 66.5 | 0.931 | |
| CAMILGCE=false2026.05 | 71.9 | 65.7 | 0.926 | |
| IBMILGCE=false2026.05 | 71.5 | 64.8 | 0.923 | |
| MHIM-MILGCE=false2026.05 | 71.3 | 65.5 | 0.919 | |
| ABMILGCE=false2026.05 | 70.1 | 64.3 | 0.925 | |
| DSMILGCE=false2026.05 | 69.6 | 62.8 | 0.911 | |
| IBMILGCE=true2026.05 | 1.9 | 3.4 | 0.007 | |
| MHIM-MILGCE=true2026.05 | 1.2 | 1.7 | 0.004 | |
| TransMILGCE=true2026.05 | 0.9 | 0.2 | 0.012 | |
| ABMILGCE=true2026.05 | 0.7 | 0 | 0.009 | |
| CLAM-SBGCE=true2026.05 | 0.6 | 1.2 | 0.001 | |
| DSMILGCE=true2026.05 | 0.6 | 1 | 0.005 | |
| CAMILGCE=true2026.05 | 0.6 | 0 | 0.004 | |
| DTFD-MILGCE=true2026.05 | 0.2 | 1.2 | 0.004 | |
| HDMILGCE=true2026.05 | 0 | 0.5 | 0.006 |