Metastatic Risk Prediction on VA-Dataset (test)
76.19AUCRRT-MIL
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| RRT-MILBackbone=UNI2026.06 | 76.19 | 72.56 | 69.7 | |
| DTMf-MILBackbone=UNI2026.06 | 74.14 | 82.14 | 76.92 | |
| ILRABackbone=UNI2026.06 | 73.46 | 73.81 | 67.65 | |
| DTMf-MILBackbone=ResNet502026.06 | 72.41 | 70.24 | 65.75 | |
| DTMf-MILBackbone=CONCH2026.06 | 72.04 | 70.24 | 52.83 | |
| ILRABackbone=ResNet502026.06 | 71.73 | 63.1 | 58.67 | |
| ABMILBackbone=UNI2026.06 | 70.71 | 77.38 | 69.84 | |
| TransMILBackbone=UNI2026.06 | 69.81 | 69.05 | 61.76 | |
| DS-MILBackbone=UNI2026.06 | 67.59 | 61.9 | 58.97 | |
| TransMILBackbone=CONCH2026.06 | 65.56 | 66.67 | 57.48 | |
| ABMILBackbone=CONCH2026.06 | 63.27 | 61.9 | 54.29 | |
| ILRABackbone=CONCH2026.06 | 63.02 | 63.1 | 60.76 | |
| RRT-MILBackbone=ResNet502026.06 | 62.72 | 65.48 | 57.97 | |
| RRT-MILBackbone=CONCH2026.06 | 60.99 | 60.71 | 57.14 | |
| DS-MILBackbone=CONCH2026.06 | 60.86 | 60.71 | 57.14 | |
| ABMILBackbone=ResNet502026.06 | 60.62 | 54.76 | 51.28 | |
| TransMILBackbone=ResNet502026.06 | 60.12 | 51.19 | 55.91 | |
| DS-MILBackbone=ResNet502026.06 | 55.95 | 60.25 | 57.47 |