Time Series Forecasting on Traffic 5% train (test)
0.412MSEPatchTST
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| PatchTSTforecast_horizon=192, training_data_ratio=5%2026.05 | 0.412 | 0.294 | |
| Time-LLMforecast_horizon=192, training_data_ratio=5%2026.05 | 0.419 | 0.291 | |
| VisionTSforecast_horizon=192, training_data_ratio=5%2026.05 | 0.423 | 0.298 | |
| GPT4TSforecast_horizon=192, training_data_ratio=5%2026.05 | 0.434 | 0.305 | |
| Time-LLMforecast_horizon=336, training_data_ratio=5%2026.05 | 0.437 | 0.314 | |
| PatchTSTforecast_horizon=336, training_data_ratio=5%2026.05 | 0.439 | 0.31 | |
| VisionTSforecast_horizon=336, training_data_ratio=5%2026.05 | 0.444 | 0.312 | |
| DLinearforecast_horizon=192, training_data_ratio=5%2026.05 | 0.447 | 0.315 | |
| GPT4TSforecast_horizon=336, training_data_ratio=5%2026.05 | 0.449 | 0.313 | |
| DLinearforecast_horizon=336, training_data_ratio=5%2026.05 | 0.478 | 0.333 | |
| SSDAforecast_horizon=192, training_data_ratio=5%2026.05 | 0.482 | 0.32 | |
| SSDAforecast_horizon=336, training_data_ratio=5%2026.05 | 0.528 | 0.354 | |
| Time-VLMforecast_horizon=192, training_data_ratio=5%2026.05 | 0.552 | 0.408 | |
| Time-VLMforecast_horizon=336, training_data_ratio=5%2026.05 | 0.572 | 0.414 | |
| FEDformerforecast_horizon=192, training_data_ratio=5%2026.05 | 0.653 | 0.405 | |
| FEDformerforecast_horizon=336, training_data_ratio=5%2026.05 | 0.707 | 0.445 | |
| TimesNetforecast_horizon=336, training_data_ratio=5%2026.05 | 0.853 | 0.471 | |
| TimesNetforecast_horizon=192, training_data_ratio=5%2026.05 | 0.894 | 0.517 | |
| Informerforecast_horizon=192, training_data_ratio=5%2026.05 | 1.596 | 0.834 | |
| Informerforecast_horizon=336, training_data_ratio=5%2026.05 | 1.621 | 0.841 |