Irregular Time Series Forecasting on PhysioNet 12 → 36 horizon
6.08MSEQuITE++
Evaluation results
| Method | Links | ||
|---|---|---|---|
| QuITE++2026.05 | 6.08 | 3.99 | |
| HyperIMTS2026.05 | 6.11 | 4.23 | |
| TimeXer + QuITEBackbone=TimeXer, Embedding=QuITE2026.05 | 6.18 | 4.08 | |
| S-Mamba + QuITEBackbone=S-Mamba, Embedding=QuITE2026.05 | 6.26 | 4.11 | |
| GraFITi2026.05 | 6.3 | 4.38 | |
| iTransformer + QuITEBackbone=iTransformer, Embedding=QuITE2026.05 | 6.32 | 4.15 | |
| Hi-Patch2026.05 | 6.39 | 4.1 | |
| tPatchGNN2026.05 | 6.45 | 4.24 | |
| Warpformer2026.05 | 6.51 | 4.24 | |
| Latent-ODE2026.05 | 7.28 | 4.83 | |
| mTAND2026.05 | 7.46 | 4.85 | |
| CRU2026.05 | 7.66 | 4.97 | |
| GRU-D2026.05 | 7.8 | 5.13 | |
| NeuralFlow2026.05 | 7.98 | 5.08 | |
| Raindrop2026.05 | 10.24 | 5.83 | |
| PatchTST + QuITEBackbone=PatchTST, Embedding=QuITE2026.05 | 17.47 | 7.15 | |
| TMix + QuITEBackbone=TMix, Embedding=QuITE2026.05 | 17.48 | 7.21 | |
| PatchMixer + QuITEBackbone=PatchMixer, Embedding=QuITE2026.05 | 17.52 | 7.22 |