Time Series Forecasting on AP Area (MAE, RMSE, R2)
1.506MAEAeroSense
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| AeroSense2026.04 | 1.506 | 2.04 | 93.5 | |
| TimesNetTime Embedding=w2026.04 | 1.545 | 2.046 | 93.4 | |
| iTransformerTime Embedding=w2026.04 | 1.592 | 2.083 | 93.3 | |
| TimesNetTime Embedding=w/o2026.04 | 1.765 | 2.33 | 92.2 | |
| FedformerTime Embedding=w2026.04 | 1.872 | 2.404 | 91.7 | |
| DLinearTime Embedding=w2026.04 | 1.875 | 2.462 | 91.3 | |
| DLinearTime Embedding=w/o2026.04 | 1.876 | 2.463 | 91.3 | |
| AutoformerTime Embedding=w/o2026.04 | 2.048 | 2.603 | 90.3 | |
| AutoformerTime Embedding=w2026.04 | 2.052 | 2.668 | 89.8 | |
| FedformerTime Embedding=w/o2026.04 | 2.153 | 2.723 | 89.4 | |
| iTransformerTime Embedding=w/o2026.04 | 2.472 | 3.232 | 85.1 |