Table 2.
Model | FLCHAIN | METABRIC | NWTCO | Rot. & GBSG | SUPPORT |
---|---|---|---|---|---|
Cox Regression | 0.790 | 0.626 | 0.706 | 0.664 | 0.599 |
CoxCC | 0.792 | 0.647 | 0.711 | 0.670 | 0.614 |
DeepSurv | 0.792 | 0.640 | 0.709 | 0.674 | 0.615 |
Cox-Time | 0.793 | 0.664 | 0.709 | 0.674 | 0.630 |
RSF | 0.784 | 0.651 | 0.705 | 0.668 | 0.632 |
DeepHit | 0.791 | 0.675 | 0.710 | 0.675 | 0.639 |
PMF | 0.786 | 0.632 | 0.710 | 0.669 | 0.627 |
Logistic-Hazard | 0.792 | 0.658 | 0.704 | 0.670 | 0.625 |
Logistic-Hazard (CHI) | 0.790 | 0.656 | 0.714 | 0.673 | 0.628 |
Logistic-Hazard (CDI) | 0.790 | 0.660 | 0.700 | 0.676 | 0.630 |
PC-Hazard | 0.791 | 0.655 | 0.716 | 0.679 | 0.628 |
Largest values for each data are set in bold