Survival Analysis on TCGA Transfer Learning Evaluation
0.63BRCA ScoreHistGen
Evaluation results
| Method | Links | |||||||
|---|---|---|---|---|---|---|---|---|
| HistGen2024.03 | 0.63 | 0.607 | 0.698 | 0.648 | 0.623 | 0.568 | 0.628 | |
| DS-MIL2024.03 | 0.624 | 0.6 | 0.672 | 0.641 | 0.591 | 0.561 | 0.593 | |
| ABMIL2024.03 | 0.621 | 0.574 | 0.7 | 0.636 | 0.603 | 0.572 | 0.618 | |
| TransMIL2024.03 | 0.615 | 0.582 | 0.672 | 0.532 | 0.584 | 0.525 | 0.593 | |
| MeanMIL2024.03 | 0.608 | 0.569 | 0.71 | 0.609 | 0.584 | 0.589 | 0.612 | |
| DTFD-MIL2024.03 | 0.592 | 0.601 | 0.702 | 0.572 | 0.575 | 0.561 | 0.601 | |
| MaxMIL2024.03 | 0.586 | 0.553 | 0.732 | 0.562 | 0.563 | 0.56 | 0.595 |