Air pollution forecasting on Changshu (National)
0.88MAESTeP-Diff
Evaluation Results
| Method | Links | |||
|---|---|---|---|---|
| STeP-Diff2025.12 | 0.88 | 2.4 | 0.25 | |
| GinAR2025.12 | 8.07 | 9.6 | 0.41 | |
| AirFormer2025.12 | 8.75 | 10.89 | 0.54 | |
| DiffusionPDE2025.12 | 8.81 | 9.61 | 0.29 | |
| CSDI2025.12 | 8.95 | 18.45 | 0.99 | |
| DeepONet2025.12 | 8.97 | 12.85 | 0.28 | |
| STPP2025.12 | 9.2 | 14.73 | 0.46 | |
| Air-DualODE2025.12 | 11.07 | 12.2 | 0.42 | |
| AirPhyNet2025.12 | 11.53 | 12.84 | 0.44 | |
| UniST2025.12 | 14.82 | 17 | 0.47 | |
| Phy-AMPR2025.12 | 15.31 | 14.52 | 0.37 | |
| PDE2025.12 | 17.03 | 24.14 | 0.56 | |
| PINN-Diffusion2025.12 | 17.87 | 12.88 | 0.41 | |
| HMSS2025.12 | 18.5 | 17.5 | 0.46 | |
| NeuralODE2025.12 | 33.3 | 40 | 1.03 | |
| DDPM2025.12 | 39.81 | 41.09 | 0.89 | |
| STGNN2025.12 | 40.05 | 41.17 | 0.98 |