Irregular Time Series Forecasting on Human Activity (ms) 2000 -> 2000 horizon
3.11MSEQuITE++
Evaluation results
| Method | Links | ||
|---|---|---|---|
| QuITE++2026.05 | 3.11 | 3.49 | |
| HyperIMTS2026.05 | 3.15 | 3.58 | |
| TimeXer + QuITEBackbone=TimeXer, Embedding=QuITE2026.05 | 3.19 | 3.57 | |
| iTransformer + QuITEBackbone=iTransformer, Embedding=QuITE2026.05 | 3.25 | 3.65 | |
| Hi-Patch2026.05 | 3.26 | 3.67 | |
| S-Mamba + QuITEBackbone=S-Mamba, Embedding=QuITE2026.05 | 3.37 | 3.72 | |
| Warpformer2026.05 | 3.6 | 3.81 | |
| PatchTST + QuITEBackbone=PatchTST, Embedding=QuITE2026.05 | 3.62 | 3.74 | |
| TMix + QuITEBackbone=TMix, Embedding=QuITE2026.05 | 3.66 | 3.74 | |
| PatchMixer + QuITEBackbone=PatchMixer, Embedding=QuITE2026.05 | 3.67 | 3.75 | |
| tPatchGNN2026.05 | 3.71 | 3.89 | |
| CRU2026.05 | 4.12 | 4.43 | |
| mTAND2026.05 | 4.38 | 4.59 | |
| GraFITi2026.05 | 4.59 | 4.45 | |
| Latent-ODE2026.05 | 5.04 | 5.11 | |
| NeuralFlow2026.05 | 5.47 | 5.35 | |
| Raindrop2026.05 | 5.57 | 5.15 | |
| GRU-D2026.05 | 5.93 | 5.66 |