Survival Prediction on PhysioNet
0.081IBS ScoreDynamic DeepHit (DDH)
Evaluation Results
| Method | Links | |
|---|---|---|
| Dynamic DeepHit (DDH)modeling=full event-time modeling2024.09 | 0.081 | |
| SeqRisk: LVAE + Transformerarchitecture=LVAE + Transformer2024.09 | 0.135 | |
| SeqRisk: VAE + Transformerarchitecture=VAE + Transformer2024.09 | 0.142 | |
| SeqRisk: Transformer onlyarchitecture=Transformer only2024.09 | 0.144 | |
| RDSM2024.09 | 0.182 | |
| SeqRisk: VAE + MLParchitecture=VAE + MLP2024.09 | 0.187 | |
| Cox2024.09 | 0.193 | |
| RSF2024.09 | 0.211 |