Time Series Forecasting on Nature
0.243MSETimeDART
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| TimeDARTHistorical Length (L)=96, Evaluation Strategy=Average over four horizons and three trials2025.08 | 0.243 | 0.273 | |
| Time-LLMHistorical Length (L)=96, Evaluation Strategy=Average over four horizons and three trials2025.08 | 0.258 | 0.283 | |
| SimMTMHistorical Length (L)=96, Evaluation Strategy=Average over four horizons and three trials2025.08 | 0.259 | 0.286 | |
| TokenCastHistorical Length (L)=96, Evaluation Strategy=Average over four horizons and three trials2025.08 | 0.269 | 0.297 | |
| GPT4TSHistorical Length (L)=96, Evaluation Strategy=Average over four horizons and three trials2025.08 | 0.274 | 0.299 | |
| DLinearHistorical Length (L)=96, Evaluation Strategy=Average over four horizons and three trials2025.08 | 0.369 | 0.436 | |
| AutoformerHistorical Length (L)=96, Evaluation Strategy=Average over four horizons and three trials2025.08 | 0.508 | 0.481 | |
| CrossformerHistorical Length (L)=96, Evaluation Strategy=Average over four horizons and three trials2025.08 | 0.735 | 0.511 |