Multivariate Time Series Forecasting on USHCN (Inference Time)
10.5Inference Time (s)TimesNet
Evaluation Results
| Method | Links | |
|---|---|---|
| TimesNet2026.06 | 10.5 | |
| TimeMosaic2026.06 | 11.9 | |
| TiWeaver2026.06 | 12.1 | |
| FEDformer2026.06 | 12.7 | |
| iTransformer2026.06 | 12.8 | |
| PatchTST2026.06 | 13.3 | |
| mTAND2026.06 | 13.6 | |
| tPatchGNN2026.06 | 14.4 | |
| PrimeNet2026.06 | 14.9 | |
| NeuralFlows2026.06 | 15.4 | |
| APN2026.06 | 16.6 | |
| Hi-Patch2026.06 | 24.7 | |
| GraFITi2026.06 | 30.1 | |
| GNeuralFlow2026.06 | 41.8 |