Irregular Time Series Forecasting on USHCN m 24 → 3 horizon
4.84MSEQuITE++
Evaluation results
| Method | Links | ||
|---|---|---|---|
| QuITE++2026.05 | 4.84 | 2.92 | |
| HyperIMTS2026.05 | 4.96 | 3 | |
| TimeXer + QuITEBackbone=TimeXer, Embedding=QuITE2026.05 | 4.97 | 2.97 | |
| tPatchGNN2026.05 | 5 | 3.07 | |
| Hi-Patch2026.05 | 5 | 3.03 | |
| mTAND2026.05 | 5.03 | 3 | |
| S-Mamba + QuITEBackbone=S-Mamba, Embedding=QuITE2026.05 | 5.04 | 3.06 | |
| iTransformer + QuITEBackbone=iTransformer, Embedding=QuITE2026.05 | 5.06 | 3.06 | |
| GraFITi2026.05 | 5.07 | 2.97 | |
| PatchTST + QuITEBackbone=PatchTST, Embedding=QuITE2026.05 | 5.07 | 3.01 | |
| Warpformer2026.05 | 5.09 | 3.1 | |
| PatchMixer + QuITEBackbone=PatchMixer, Embedding=QuITE2026.05 | 5.11 | 3.06 | |
| CRU2026.05 | 5.15 | 3.18 | |
| Latent-ODE2026.05 | 5.16 | 3.21 | |
| GRU-D2026.05 | 5.17 | 3.21 | |
| TMix + QuITEBackbone=TMix, Embedding=QuITE2026.05 | 5.18 | 3.1 | |
| NeuralFlow2026.05 | 5.41 | 3.35 | |
| Raindrop2026.05 | 5.64 | 3.29 |