Irregular Time Series Forecasting on PhysioNet 36 → 12 horizon
3.81MSEQuITE++
Evaluation results
| Method | Links | ||
|---|---|---|---|
| QuITE++2026.05 | 3.81 | 3.18 | |
| HyperIMTS2026.05 | 3.99 | 3.21 | |
| TimeXer + QuITEBackbone=TimeXer, Embedding=QuITE2026.05 | 4.06 | 3.27 | |
| S-Mamba + QuITEBackbone=S-Mamba, Embedding=QuITE2026.05 | 4.11 | 3.27 | |
| Warpformer2026.05 | 4.17 | 3.38 | |
| tPatchGNN2026.05 | 4.22 | 3.38 | |
| Hi-Patch2026.05 | 4.27 | 3.3 | |
| iTransformer + QuITEBackbone=iTransformer, Embedding=QuITE2026.05 | 4.33 | 3.34 | |
| GraFITi2026.05 | 4.58 | 3.65 | |
| mTAND2026.05 | 5.61 | 4.15 | |
| CRU2026.05 | 6.74 | 4.82 | |
| GRU-D2026.05 | 6.85 | 4.88 | |
| Latent-ODE2026.05 | 6.99 | 4.74 | |
| NeuralFlow2026.05 | 8.87 | 5.43 | |
| PatchTST + QuITEBackbone=PatchTST, Embedding=QuITE2026.05 | 8.87 | 4.43 | |
| TMix + QuITEBackbone=TMix, Embedding=QuITE2026.05 | 8.96 | 4.5 | |
| PatchMixer + QuITEBackbone=PatchMixer, Embedding=QuITE2026.05 | 9.06 | 4.55 | |
| Raindrop2026.05 | 10.67 | 5.87 |