Time Series Forecasting on ETTh1 5% train data (test)
0.396MSESSDA
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| SSDAforecast_horizon=192, training_data_ratio=5%2026.05 | 0.396 | 0.406 | |
| VisionTSforecast_horizon=192, training_data_ratio=5%2026.05 | 0.416 | 0.408 | |
| Time-VLMforecast_horizon=192, training_data_ratio=5%2026.05 | 0.45 | 0.458 | |
| Time-LLMforecast_horizon=192, training_data_ratio=5%2026.05 | 0.629 | 0.54 | |
| FEDformerforecast_horizon=192, training_data_ratio=5%2026.05 | 0.652 | 0.563 | |
| PatchTSTforecast_horizon=192, training_data_ratio=5%2026.05 | 0.711 | 0.57 | |
| DLinearforecast_horizon=192, training_data_ratio=5%2026.05 | 0.72 | 0.604 | |
| GPT4TSforecast_horizon=192, training_data_ratio=5%2026.05 | 0.748 | 0.58 | |
| TimesNetforecast_horizon=192, training_data_ratio=5%2026.05 | 0.94 | 0.665 | |
| Informerforecast_horizon=192, training_data_ratio=5%2026.05 | 1.249 | 0.828 |