Localization on CAMELYON-16 pixel-level annotations (test)
60.4DiceDTFD-MIL+GCE
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| DTFD-MIL+GCEHost Backbone=DTFD-MIL, GCE Integration=true2026.05 | 60.4 | 99.9 | 51.8 | |
| CAMIL+GCEHost Backbone=CAMIL, GCE Integration=true2026.05 | 58.9 | 99.4 | 51.2 | |
| CLAM-SB+GCEHost Backbone=CLAM-SB, GCE Integration=true2026.05 | 57.2 | 99.4 | 50.3 | |
| ABMIL+GCEHost Backbone=ABMIL, GCE Integration=true2026.05 | 54.7 | 99.2 | 48.7 | |
| DTFD-MILHost Backbone=DTFD-MIL, GCE Integration=false2026.05 | 52.5 | 99.9 | 47.1 | |
| CAMILHost Backbone=CAMIL, GCE Integration=false2026.05 | 51.5 | 98 | 46.1 | |
| DSMIL+GCEHost Backbone=DSMIL, GCE Integration=true2026.05 | 47.6 | 95.4 | 52.7 | |
| CLAM-SBHost Backbone=CLAM-SB, GCE Integration=false2026.05 | 45.9 | 98.7 | 42.6 | |
| ABMILHost Backbone=ABMIL, GCE Integration=false2026.05 | 42.1 | 97.6 | 39.8 | |
| TransMIL+GCEHost Backbone=TransMIL, GCE Integration=true2026.05 | 39.8 | 99.9 | 54.7 | |
| DSMILHost Backbone=DSMIL, GCE Integration=false2026.05 | 25.9 | 86.3 | 45.1 | |
| TransMILHost Backbone=TransMIL, GCE Integration=false2026.05 | 10.3 | 99.9 | 48.7 |