Selective Region Prediction on PANDA (test)
3.4MSKcondASMIL + FOCI
Evaluation Results
| Method | Links | |||
|---|---|---|---|---|
| ASMIL + FOCIFOCI selector=attached, Kmax=32, kappa (κ)=0.9, ncap=10242026.05 | 3.4 | 70.6 | 0.671 | |
| TransMILFOCI selector=none, Kmax=32, kappa (κ)=0.9, ncap=10242026.05 | 3.1 | 81 | 0.767 | |
| TransMIL + FOCIFOCI selector=attached, Kmax=32, kappa (κ)=0.9, ncap=10242026.05 | 2.6 | 84.3 | 0.824 | |
| ACMILFOCI selector=none, Kmax=32, kappa (κ)=0.9, ncap=10242026.05 | 1.8 | 93.8 | 0.881 | |
| ABMIL + FOCIFOCI selector=attached, Kmax=32, kappa (κ)=0.9, ncap=10242026.05 | 1.7 | 90.9 | 0.873 | |
| AttriMIL + FOCIFOCI selector=attached, Kmax=32, kappa (κ)=0.9, ncap=10242026.05 | 1.7 | 91.8 | 0.877 | |
| ASMILFOCI selector=none, Kmax=32, kappa (κ)=0.9, ncap=10242026.05 | 1.7 | 82.3 | 0.817 | |
| MHIM-MILFOCI selector=none, Kmax=32, kappa (κ)=0.9, ncap=10242026.05 | 1.7 | 88 | 0.89 | |
| CLAM-SBFOCI selector=none, Kmax=32, kappa (κ)=0.9, ncap=10242026.05 | 1.6 | 88.2 | 0.897 | |
| CLAM-SB + FOCIFOCI selector=attached, Kmax=32, kappa (κ)=0.9, ncap=10242026.05 | 1.6 | 91.5 | 0.875 | |
| ABMILFOCI selector=none, Kmax=32, kappa (κ)=0.9, ncap=10242026.05 | 1.5 | 88.1 | 0.897 | |
| ACMIL + FOCIFOCI selector=attached, Kmax=32, kappa (κ)=0.9, ncap=10242026.05 | 1.5 | 93.2 | 0.905 | |
| MHIM-MIL + FOCIFOCI selector=attached, Kmax=32, kappa (κ)=0.9, ncap=10242026.05 | 1.5 | 87.8 | 0.884 | |
| AttriMILFOCI selector=none, Kmax=32, kappa (κ)=0.9, ncap=10242026.05 | 1.3 | 90 | 0.897 |