PM2.5 Forecasting on Nanjing Mobile
0.03Training Time (s)PDE
Evaluation results
| Method | Links | ||
|---|---|---|---|
| PDE2025.12 | 0.03 | 0.001 | |
| AirFormer2025.12 | 11.56 | 0.23 | |
| DeepONet2025.12 | 17.24 | 0.01 | |
| STGNN2025.12 | 17.43 | 0.13 | |
| HMSS2025.12 | 18.7 | 0.97 | |
| AirPhyNet2025.12 | 48.66 | 0.21 | |
| UniST2025.12 | 106.04 | 2.41 | |
| DDPM2025.12 | 124.62 | 24.64 | |
| STeP-Diff2025.12 | 141.22 | 61.61 | |
| DiffusionPDE2025.12 | 154.98 | 124.62 | |
| PINN-Diffusion2025.12 | 165.22 | 98.2 | |
| CSDI2025.12 | 166.81 | 38.06 | |
| Phy-AMPR2025.12 | 181.4 | 2.39 | |
| NeuralODE2025.12 | 199.43 | 0.49 | |
| GinAR2025.12 | 241.76 | 1.13 |