Irregularly Sampled Time Series Forecasting on PhysioNet
4.98MSEMM-ISTS
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| MM-ISTS2026.03 | 4.98 | 3.54 | |
| T-PatchGNN2026.03 | 5.11 | 3.73 | |
| ISTS-PLM2026.03 | 5.17 | 3.67 | |
| KAFNet2026.03 | 5.47 | 3.82 | |
| GRU-D2026.03 | 5.59 | 4.08 | |
| Warpformer2026.03 | 5.94 | 4.21 | |
| Graph Wavenet2026.03 | 6.04 | 4.41 | |
| Latent-ODE2026.03 | 6.05 | 4.23 | |
| mTAND2026.03 | 6.23 | 4.51 | |
| MTGNN2026.03 | 6.26 | 4.46 | |
| Crossformer2026.03 | 6.66 | 4.81 | |
| FourierGNN2026.03 | 6.84 | 4.65 | |
| StemGNN2026.03 | 6.86 | 4.76 | |
| Neural Flow2026.03 | 7.2 | 4.67 | |
| CrossGNN2026.03 | 7.22 | 4.96 | |
| CRU2026.03 | 8.56 | 5.16 | |
| SeFT2026.03 | 9.22 | 5.4 | |
| RainDrop2026.03 | 9.82 | 5.57 | |
| PatchTST2026.03 | 12 | 6.02 | |
| TimesNet2026.03 | 16.48 | 6.14 | |
| DLinear2026.03 | 41.86 | 15.52 |