Time Series Forecasting on China Southern Airlines Boeing 777 Left (MSE, MAE)
0.075MSEAura
Evaluation results
| Method | Links | ||
|---|---|---|---|
| AuraYear=Ours2026.03 | 0.075 | 0.18 | |
| iTransformerYear=20232026.03 | 0.086 | 0.184 | |
| TimeXerYear=2024c2026.03 | 0.093 | 0.197 | |
| CrossLinearYear=20252026.03 | 0.109 | 0.225 | |
| TimesNetYear=20222026.03 | 0.113 | 0.208 | |
| PatchTSTYear=20222026.03 | 0.122 | 0.224 | |
| Timer-XLYear=2024b2026.03 | 0.14 | 0.232 | |
| LightGBMYear=20172026.03 | 0.145 | 0.22 | |
| GPT4TSYear=20232026.03 | 0.158 | 0.24 | |
| DLinearYear=20232026.03 | 0.203 | 0.286 | |
| TiDEYear=20232026.03 | 0.318 | 0.401 | |
| TimeLLMYear=20232026.03 | 0.358 | 0.427 | |
| AutoformerYear=20212026.03 | 0.823 | 0.711 | |
| DUETYear=2025a2026.03 | 0.869 | 0.638 |