Air Quality Prediction on China-AQI original (test)
17.03MAEAirDDE
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| AirDDECategory=Ours2026.03 | 17.03 | 29.91 | 30.82 | |
| AirDualODECategory=NODEs, Year=20252026.03 | 18.89 | 32.26 | 32.06 | |
| MegaCRNCategory=STGNNs, Year=20232026.03 | 18.93 | 32.41 | 32.23 | |
| PDFormerCategory=Attentions, Year=20232026.03 | 19.07 | 32.76 | 32.45 | |
| GAGNNCategory=STGNNs, Year=20232026.03 | 19.54 | 33.37 | 32.95 | |
| AirFormerCategory=Attentions, Year=20232026.03 | 19.6 | 33.14 | 32.86 | |
| STMFormerCategory=Attentions, Year=20252026.03 | 20.04 | 33.21 | 32.52 | |
| SGODECategory=NODEs, Year=20242026.03 | 20.17 | 33.23 | 32.84 | |
| STGODECategory=NODEs, Year=20212026.03 | 20.53 | 33.46 | 33.83 | |
| iTransformerCategory=Attentions, Year=20242026.03 | 20.6 | 33.54 | 33.74 | |
| HimNetCategory=STGNNs, Year=20242026.03 | 20.72 | 33.78 | 34.08 | |
| STDDECategory=NODEs, Year=20242026.03 | 21.04 | 34.36 | 34.15 | |
| CorrformerCategory=Attentions, Year=20232026.03 | 21.22 | 34.93 | 34.97 | |
| STG-NCDECategory=NODEs, Year=20222026.03 | 21.33 | 35.64 | 34.53 | |
| MTGNNCategory=STGNNs, Year=20202026.03 | 21.56 | 35.8 | 34.65 | |
| AirPhyNetCategory=NODEs, Year=20242026.03 | 21.78 | 35.43 | 34.8 | |
| ASTGCNCategory=STGNNs, Year=20192026.03 | 21.91 | 36.02 | 34.28 | |
| PM25GNNCategory=STGNNs, Year=20202026.03 | 22.01 | 36.21 | 34.12 | |
| STGCNCategory=STGNNs, Year=20182026.03 | 23.87 | 37.29 | 35.03 | |
| DCRNNCategory=STGNNs, Year=20182026.03 | 24.78 | 38.05 | 35.76 |