PM2.5 reanalysis on Beijing 6h horizon
0.5103R2AQ-Net
Evaluation Results
| Method | Links | |||
|---|---|---|---|---|
| AQ-NetHistorical input window=24h, Cyclic encoding=true2025.02 | 0.5103 | 18.71 | 22.87 | |
| LSTMHistorical input window=24h2025.02 | 0.4648 | 20.05 | 26.44 | |
| Linear RegressionHistorical input window=24h2025.02 | 0.45 | 20.8 | 27 | |
| PatchTSTHistorical input window=24h2025.02 | 0.4421 | 21.65 | 27.52 | |
| AQ-Net wo CEHistorical input window=24h, Cyclic encoding=false2025.02 | 0.4031 | 21.21 | 29.23 |