Selective Region Prediction on NSCLC (test)
2.1MSKcondTransMIL
Evaluation Results
| Method | Links | |||
|---|---|---|---|---|
| TransMILFOCI selector=none, Kmax=32, kappa (κ)=0.9, ncap=10242026.05 | 2.1 | 87.7 | 82.9 | |
| ACMILFOCI selector=none, Kmax=32, kappa (κ)=0.9, ncap=10242026.05 | 1.8 | 88.8 | 85.2 | |
| TransMIL + FOCIFOCI selector=attached, Kmax=32, kappa (κ)=0.9, ncap=10242026.05 | 1.7 | 88.5 | 84.6 | |
| MHIM-MILFOCI selector=none, Kmax=32, kappa (κ)=0.9, ncap=10242026.05 | 1.5 | 83.1 | 84.3 | |
| MHIM-MIL + FOCIFOCI selector=attached, Kmax=32, kappa (κ)=0.9, ncap=10242026.05 | 1.5 | 81.8 | 82.7 | |
| AttriMIL + FOCIFOCI selector=attached, Kmax=32, kappa (κ)=0.9, ncap=10242026.05 | 1.4 | 91.4 | 88.6 | |
| ASMIL + FOCIFOCI selector=attached, Kmax=32, kappa (κ)=0.9, ncap=10242026.05 | 1.4 | 87.7 | 84 | |
| CLAM-SBFOCI selector=none, Kmax=32, kappa (κ)=0.9, ncap=10242026.05 | 1.3 | 90.9 | 88.9 | |
| CLAM-SB + FOCIFOCI selector=attached, Kmax=32, kappa (κ)=0.9, ncap=10242026.05 | 1.3 | 92.5 | 88.9 | |
| ABMILFOCI selector=none, Kmax=32, kappa (κ)=0.9, ncap=10242026.05 | 1.2 | 91.1 | 89.1 | |
| ABMIL + FOCIFOCI selector=attached, Kmax=32, kappa (κ)=0.9, ncap=10242026.05 | 1.2 | 92.8 | 89.9 | |
| AttriMILFOCI selector=none, Kmax=32, kappa (κ)=0.9, ncap=10242026.05 | 1.2 | 90.4 | 88.2 | |
| ASMILFOCI selector=none, Kmax=32, kappa (κ)=0.9, ncap=10242026.05 | 1.2 | 93.8 | 90.8 | |
| ACMIL + FOCIFOCI selector=attached, Kmax=32, kappa (κ)=0.9, ncap=10242026.05 | 1.1 | 90.9 | 88.7 |