Irregular Time Series Forecasting on MIMIC-III 12 -> 36 horizon (MSE, MAE)
1.8MSEQuITE++
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| QuITE++2026.05 | 1.8 | 7.54 | |
| S-Mamba + QuITEBackbone=S-Mamba, Embedding=QuITE2026.05 | 1.82 | 7.56 | |
| iTransformer + QuITEBackbone=iTransformer, Embedding=QuITE2026.05 | 1.83 | 7.64 | |
| TimeXer + QuITEBackbone=TimeXer, Embedding=QuITE2026.05 | 1.84 | 7.67 | |
| HyperIMTS2026.05 | 1.85 | 7.71 | |
| Hi-Patch2026.05 | 1.88 | 7.95 | |
| GraFITi2026.05 | 2.22 | 8.13 | |
| NeuralFlow2026.05 | 2.26 | 8.29 | |
| mTAND2026.05 | 2.29 | 8.38 | |
| Warpformer2026.05 | 2.32 | 8.14 | |
| CRU2026.05 | 2.34 | 8.32 | |
| tPatchGNN2026.05 | 2.35 | 8.23 | |
| Raindrop2026.05 | 2.36 | 8.63 | |
| Latent-ODE2026.05 | 2.38 | 8.35 | |
| GRU-D2026.05 | 2.39 | 8.43 | |
| PatchTST + QuITEBackbone=PatchTST, Embedding=QuITE2026.05 | 5.37 | 17.01 | |
| PatchMixer + QuITEBackbone=PatchMixer, Embedding=QuITE2026.05 | 5.37 | 16.96 | |
| TMix + QuITEBackbone=TMix, Embedding=QuITE2026.05 | 5.41 | 16.94 |