PR Status Prediction on TCGA-BRCA internal cohort
91.79AUCPorpoise
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| PorpoiseModality=Multi-modal2025.08 | 91.79 | 85.97 | 89.57 | |
| CMTAModality=Multi-modal2025.08 | 91.51 | 83.63 | 87.26 | |
| MKD (Ours)Modality=Multi-modal2025.08 | 91.39 | 85.28 | 89.26 | |
| MCATModality=Multi-modal2025.08 | 90.37 | 85.28 | 88.75 | |
| MKD (Ours)Modality=Pathology2025.08 | 88.65 | 83.75 | 88.14 | |
| RRTModality=Pathology2025.08 | 86.61 | 80.55 | 85.31 | |
| DTFDModality=Pathology2025.08 | 86.5 | 82.36 | 86.76 | |
| DAMLNModality=Pathology2025.08 | 86.38 | 81.8 | 86.54 | |
| GEEModality=Pathology2025.08 | 86.24 | 81.52 | 85.81 | |
| ABMILModality=Pathology2025.08 | 86.1 | 80.55 | 85.08 | |
| WIKGModality=Pathology2025.08 | 85.54 | 78.88 | 70.37 | |
| CLAMModality=Pathology2025.08 | 85.33 | 82.22 | 86.86 | |
| TDCModality=Pathology2025.08 | 84.75 | 73.05 | 77.01 | |
| TransMILModality=Pathology2025.08 | 81.37 | 77.5 | 83.04 |