Irregular Time Series Forecasting on USHCN m 24 → 6 horizon
4.81MSEQuITE++
Evaluation results
| Method | Links | ||
|---|---|---|---|
| QuITE++2026.05 | 4.81 | 2.94 | |
| iTransformer + QuITEBackbone=iTransformer, Embedding=QuITE2026.05 | 4.86 | 2.96 | |
| S-Mamba + QuITEBackbone=S-Mamba, Embedding=QuITE2026.05 | 4.93 | 3.04 | |
| TimeXer + QuITEBackbone=TimeXer, Embedding=QuITE2026.05 | 4.98 | 3.05 | |
| HyperIMTS2026.05 | 4.99 | 3.1 | |
| PatchMixer + QuITEBackbone=PatchMixer, Embedding=QuITE2026.05 | 5.02 | 3.04 | |
| PatchTST + QuITEBackbone=PatchTST, Embedding=QuITE2026.05 | 5.06 | 3.17 | |
| Warpformer2026.05 | 5.12 | 3.13 | |
| GraFITi2026.05 | 5.12 | 3.09 | |
| Hi-Patch2026.05 | 5.13 | 3.05 | |
| mTAND2026.05 | 5.16 | 3.1 | |
| Latent-ODE2026.05 | 5.18 | 3.36 | |
| tPatchGNN2026.05 | 5.23 | 3.24 | |
| GRU-D2026.05 | 5.29 | 3.34 | |
| NeuralFlow2026.05 | 5.52 | 3.46 | |
| TMix + QuITEBackbone=TMix, Embedding=QuITE2026.05 | 5.52 | 3.39 | |
| CRU2026.05 | 6.77 | 4.11 | |
| Raindrop2026.05 | 7.01 | 4.24 |