Air Quality Forecasting on Beijing 1-day forecast
29.47MAEAirPhyNet
Evaluation results
| Method | Links | ||
|---|---|---|---|
| AirPhyNet2026.04 | 29.47 | 42.54 | |
| AirFormer2026.04 | 29.62 | 46.49 | |
| NeuroDDAFEncoder=GRU-GAT2026.04 | 29.97 | 41.63 | |
| NeuroDDAFEncoder=GRU2026.04 | 31.53 | 43.44 | |
| NeuroDDAFEncoder=LSTM2026.04 | 31.9 | 44.09 | |
| STGCN2026.04 | 33.7 | 49.16 | |
| GTS2026.04 | 34.99 | 51.45 | |
| DCRNN2026.04 | 35.99 | 52.55 | |
| HA2026.04 | 38.37 | 45.8 | |
| NeuroDDAFEncoder=TCN2026.04 | 41.3 | 53.05 | |
| NeuroDDAFEncoder=Transformer2026.04 | 42.15 | 53.9 | |
| LatentODE2026.04 | 44.83 | 53.96 | |
| ODE-LSTM2026.04 | 46.19 | 57.56 | |
| NeuroDDAFEncoder=GPT22026.04 | 48.54 | 59.94 | |
| GMAN2026.04 | 50.62 | 66.05 | |
| PM25GNN2026.04 | 50.94 | 65.87 | |
| VAR2026.04 | 60.1 | 102.92 |