Selective Region Prediction on BRCA (test)
3MSKcondMHIM-MIL + FOCI
Evaluation Results
| Method | Links | |||
|---|---|---|---|---|
| MHIM-MIL + FOCIFOCI selector=attached, Kmax=32, kappa (κ)=0.9, ncap=10242026.05 | 3 | 52.5 | 75.5 | |
| ASMILFOCI selector=none, Kmax=32, kappa (κ)=0.9, ncap=10242026.05 | 2.4 | 70.9 | 70.3 | |
| ASMIL + FOCIFOCI selector=attached, Kmax=32, kappa (κ)=0.9, ncap=10242026.05 | 2.3 | 72.9 | 73.4 | |
| MHIM-MILFOCI selector=none, Kmax=32, kappa (κ)=0.9, ncap=10242026.05 | 2.2 | 55.9 | 75.8 | |
| CLAM-SB + FOCIFOCI selector=attached, Kmax=32, kappa (κ)=0.9, ncap=10242026.05 | 1.8 | 87.7 | 83.2 | |
| AttriMIL + FOCIFOCI selector=attached, Kmax=32, kappa (κ)=0.9, ncap=10242026.05 | 1.8 | 78.9 | 80.9 | |
| TransMIL + FOCIFOCI selector=attached, Kmax=32, kappa (κ)=0.9, ncap=10242026.05 | 1.6 | 83.7 | 82.2 | |
| TransMILFOCI selector=none, Kmax=32, kappa (κ)=0.9, ncap=10242026.05 | 1.4 | 81.3 | 80.9 | |
| AttriMILFOCI selector=none, Kmax=32, kappa (κ)=0.9, ncap=10242026.05 | 1.4 | 83.6 | 81.8 | |
| ACMILFOCI selector=none, Kmax=32, kappa (κ)=0.9, ncap=10242026.05 | 1.3 | 88.5 | 84 | |
| ACMIL + FOCIFOCI selector=attached, Kmax=32, kappa (κ)=0.9, ncap=10242026.05 | 1.3 | 88.8 | 85.6 | |
| ABMIL + FOCIFOCI selector=attached, Kmax=32, kappa (κ)=0.9, ncap=10242026.05 | 1.2 | 84.5 | 82.6 | |
| ABMILFOCI selector=none, Kmax=32, kappa (κ)=0.9, ncap=10242026.05 | 1.1 | 85.4 | 83.6 | |
| CLAM-SBFOCI selector=none, Kmax=32, kappa (κ)=0.9, ncap=10242026.05 | 1 | 87 | 84.8 |