SRP on NSCLC
7.33MSKcondTransMIL
Evaluation Results
| Method | Links | |||
|---|---|---|---|---|
| TransMILAggregation Category=Soft-aggregation backbones, FOCI=false2026.05 | 7.33 | 91.7 | 89 | |
| ACMILAggregation Category=Soft-aggregation backbones, FOCI=false2026.05 | 6.08 | 92.4 | 90.7 | |
| ASMIL + FOCIAggregation Category=Hard-selection backbones, FOCI=true2026.05 | 4.16 | 90.9 | 89.6 | |
| MHIM-MIL + FOCIAggregation Category=Hard-selection backbones, FOCI=true2026.05 | 3.63 | 84.2 | 86.5 | |
| TransMIL + FOCIAggregation Category=Soft-aggregation backbones, FOCI=true2026.05 | 3.21 | 90.1 | 89.3 | |
| AttriMILAggregation Category=Soft-aggregation backbones, FOCI=false2026.05 | 3.21 | 92 | 92 | |
| MHIM-MILAggregation Category=Hard-selection backbones, FOCI=false2026.05 | 2.77 | 84.4 | 87.2 | |
| ABMILAggregation Category=Soft-aggregation backbones, FOCI=false2026.05 | 2.65 | 92.2 | 92.5 | |
| AttriMIL + FOCIAggregation Category=Soft-aggregation backbones, FOCI=true2026.05 | 2.16 | 92.2 | 91.7 | |
| CLAM-SBAggregation Category=Soft-aggregation backbones, FOCI=false2026.05 | 2.09 | 91.7 | 92.3 | |
| ACMIL + FOCIAggregation Category=Soft-aggregation backbones, FOCI=true2026.05 | 1.79 | 91.5 | 91.7 | |
| CLAM-SB + FOCIAggregation Category=Soft-aggregation backbones, FOCI=true2026.05 | 1.57 | 92.7 | 92.1 | |
| ABMIL + FOCIAggregation Category=Soft-aggregation backbones, FOCI=true2026.05 | 1.52 | 93.5 | 92.8 | |
| ASMILAggregation Category=Hard-selection backbones, FOCI=false2026.05 | 1.36 | 94.1 | 93.5 |