PM2.5 Forecasting on Changshu Mobile (test)
0.03Training Time (s)PDE
Evaluation results
| Method | Links | ||
|---|---|---|---|
| PDE2025.12 | 0.03 | 0.002 | |
| AirFormer2025.12 | 11.29 | 0.26 | |
| DeepONet2025.12 | 16.26 | 0.02 | |
| STGNN2025.12 | 17.67 | 0.18 | |
| HMSS2025.12 | 17.8 | 1.02 | |
| STeP-Diff2025.12 | 100.87 | 61.98 | |
| UniST2025.12 | 108.02 | 2.11 | |
| DDPM2025.12 | 110.51 | 42.21 | |
| DiffusionPDE2025.12 | 124.52 | 110.21 | |
| CSDI2025.12 | 129.58 | 47.24 | |
| PINN-Diffusion2025.12 | 132.7 | 88.51 | |
| AirPhyNet2025.12 | 136.88 | 0.1 | |
| Phy-AMPR2025.12 | 162.7 | 2.47 | |
| NeuralODE2025.12 | 166.26 | 0.57 | |
| GinAR2025.12 | 227.86 | 1.18 |