Time Series Forecasting on Weather Length 96 (test)
0.71MSELATENT NLINEAR
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| LATENT NLINEARL=962023.09 | 0.71 | — | 0.43 | |
| LSTML=962023.09 | 0.72 | — | 0.43 | |
| SPACETIMEL=962023.09 | 0.73 | — | 0.45 | |
| DEEPAR CLL=962023.09 | 0.75 | — | 0.45 | |
| N-HITSL=962023.09 | 0.82 | — | 0.47 | |
| DEEPAR VANILLAL=962023.09 | 0.88 | — | 0.54 | |
| PATCHTL=962023.09 | 0.91 | — | 0.46 | |
| NLINEARL=962023.09 | 0.98 | — | 0.49 | |
| FSNet2026.01 | — | 0.322 | — | |
| OneNet2026.01 | — | 0.251 | — | |
| Δ-AdapterBackbone=DistPred2026.01 | — | 0.16 | — | |
| Δ-AdapterBackbone=iTransformer2026.01 | — | 0.162 | — | |
| Δ-AdapterBackbone=Autoformer2026.01 | — | 0.235 | — |