Air Pollution Forecasting on Changshu Mobile
1.3MAESTeP-Diff
Evaluation Results
| Method | Links | |||
|---|---|---|---|---|
| STeP-Diff2025.12 | 1.3 | 3.52 | 0.17 | |
| CSDI2025.12 | 8.09 | 16.47 | 1.6 | |
| UniST2025.12 | 8.48 | 12.35 | 0.28 | |
| DiffusionPDE2025.12 | 8.77 | 12.75 | 0.29 | |
| DeepONet2025.12 | 10.41 | 13.47 | 0.3 | |
| Air-DualODE2025.12 | 10.52 | 12.89 | 0.29 | |
| STPP2025.12 | 10.62 | 15.13 | 0.4 | |
| AirPhyNet2025.12 | 11.14 | 13.43 | 0.3 | |
| Phy-AMPR2025.12 | 12.58 | 12.51 | 0.31 | |
| PINN-Diffusion2025.12 | 13.11 | 13.51 | 0.38 | |
| HMSS2025.12 | 16.4 | 15.29 | 0.36 | |
| GinAR2025.12 | 17.29 | 22.06 | 0.43 | |
| PDE2025.12 | 19.65 | 24.8 | 0.48 | |
| AirFormer2025.12 | 24.29 | 27.04 | 0.51 | |
| STGNN2025.12 | 26.36 | 28.61 | 0.55 | |
| NeuralODE2025.12 | 30.24 | 34.1 | 0.73 | |
| DDPM2025.12 | 37.21 | 37.69 | 0.99 |