Long-term time-series forecasting on ETTm1 (MSE, MAE)
0.327MSELightGTS-mini
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| LightGTS-mini2025.08 | 0.327 | 0.37 | |
| FlowStateModel parameters=10.6M, Context length=4k, Forecasting lengths={96, 192, 336, 720}, Zero-shot=true2025.08 | 0.346 | 0.354 | |
| PatchTST2025.08 | 0.387 | 0.4 | |
| MOIRAI-L2025.08 | 0.39 | 0.389 | |
| iTransformer2025.08 | 0.407 | 0.41 |