Clinical Time Series Prediction on HR
2.56RMSEOsciFormer
Evaluation Results
| Method | Links | |
|---|---|---|
| OsciFormer2026.02 | 2.56 | |
| RFormer2026.02 | 2.66 | |
| Neural-RDEvariant=⋄2026.02 | 2.97 | |
| Neural-RDEvariant=†2026.02 | 4.04 | |
| Transformer2026.02 | 8.24 | |
| Neural-CDEvariant=⋄2026.02 | 9.82 | |
| ODE-RNNvariant=⋄2026.02 | 13.06 | |
| GRUvariant=†2026.02 | 13.06 | |
| ODE-RNNvariant=†2026.02 | 13.06 |