Time Series Forecasting on China Southern Airlines Airbus A320 Left (MSE, MAE)
0.048MSEAura
Evaluation results
| Method | Links | ||
|---|---|---|---|
| AuraYear=Ours2026.03 | 0.048 | 0.138 | |
| Timer-XLYear=2024b2026.03 | 0.053 | 0.144 | |
| TimeXerYear=2024c2026.03 | 0.054 | 0.143 | |
| iTransformerYear=20232026.03 | 0.056 | 0.142 | |
| GPT4TSYear=20232026.03 | 0.059 | 0.147 | |
| TimesNetYear=20222026.03 | 0.059 | 0.151 | |
| LightGBMYear=20172026.03 | 0.061 | 0.142 | |
| CrossLinearYear=20252026.03 | 0.065 | 0.147 | |
| PatchTSTYear=20222026.03 | 0.065 | 0.172 | |
| DLinearYear=20232026.03 | 0.094 | 0.179 | |
| TiDEYear=20232026.03 | 0.098 | 0.182 | |
| TimeLLMYear=20232026.03 | 0.107 | 0.202 | |
| AutoformerYear=20212026.03 | 0.174 | 0.263 | |
| DUETYear=2025a2026.03 | 0.175 | 0.296 |