Irregular Time Series Forecasting on MIMIC-III 24-24 horizon
1.63MSEQuITE++
Evaluation results
| Method | Links | ||
|---|---|---|---|
| QuITE++2026.05 | 1.63 | 6.83 | |
| S-Mamba + QuITEBackbone=S-Mamba, Embedding=QuITE2026.05 | 1.64 | 6.9 | |
| iTransformer + QuITEBackbone=iTransformer, Embedding=QuITE2026.05 | 1.67 | 6.93 | |
| HyperIMTS2026.05 | 1.68 | 6.92 | |
| TimeXer + QuITEBackbone=TimeXer, Embedding=QuITE2026.05 | 1.68 | 7.12 | |
| Hi-Patch2026.05 | 1.7 | 7.18 | |
| Warpformer2026.05 | 1.76 | 7.27 | |
| GraFITi2026.05 | 1.76 | 7.28 | |
| tPatchGNN2026.05 | 1.97 | 7.76 | |
| Latent-ODE2026.05 | 2.11 | 7.76 | |
| mTAND2026.05 | 2.15 | 8 | |
| CRU2026.05 | 2.23 | 7.99 | |
| Raindrop2026.05 | 2.31 | 8.61 | |
| NeuralFlow2026.05 | 2.34 | 8.09 | |
| GRU-D2026.05 | 2.35 | 8.34 | |
| PatchTST + QuITEBackbone=PatchTST, Embedding=QuITE2026.05 | 3.9 | 12.35 | |
| PatchMixer + QuITEBackbone=PatchMixer, Embedding=QuITE2026.05 | 3.94 | 12.34 | |
| TMix + QuITEBackbone=TMix, Embedding=QuITE2026.05 | 3.98 | 12.32 |