WSI classification on TCGA-Lung (ACC, AUC, F1)
89.34AccuracyHPDP
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| HPDP2026.04 | 89.34 | 95.61 | 89.31 | |
| DTFD-MIL2026.04 | 88.11 | 93.54 | 87.43 | |
| ViLa-MIL2026.04 | 87.26 | 92.8 | 87.26 | |
| CLAM2026.04 | 85.94 | 93.08 | 85.87 | |
| ABMIL2026.04 | 85.47 | 93.8 | 85.35 | |
| PMIL2026.04 | 85 | 91.5 | 84.96 | |
| DSMIL2026.04 | 83.02 | 90.23 | 83.01 | |
| MaxPooling2026.04 | 80.57 | 89.61 | 80.52 | |
| TransMIL2026.04 | 80 | 88.14 | 79.91 | |
| MeanPooling2026.04 | 76.32 | 83.56 | 76.25 |