Air Quality Prediction on KnowAir original (test)
16.92MAEAirDDE
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| AirDDECategory=Ours2026.03 | 16.92 | 27.78 | 38 | |
| AirDualODECategory=NODEs, Year=20252026.03 | 18.64 | 29.37 | 42 | |
| MegaCRNCategory=STGNNs, Year=20232026.03 | 18.77 | 29.45 | 42 | |
| MTGNNCategory=STGNNs, Year=20202026.03 | 18.92 | 30.34 | 41 | |
| PDFormerCategory=Attentions, Year=20232026.03 | 19.06 | 30.66 | 41 | |
| AirFormerCategory=Attentions, Year=20232026.03 | 19.17 | 30.19 | 43 | |
| PM25GNNCategory=STGNNs, Year=20202026.03 | 19.32 | 30.12 | 43 | |
| STMFormerCategory=Attentions, Year=20252026.03 | 19.57 | 31.12 | 44 | |
| ASTGCNCategory=STGNNs, Year=20192026.03 | 19.92 | 31.39 | 44 | |
| SGODECategory=NODEs, Year=20242026.03 | 20.02 | 32.03 | 42 | |
| GAGNNCategory=STGNNs, Year=20232026.03 | 20.71 | 32.88 | 42 | |
| HimNetCategory=STGNNs, Year=20242026.03 | 20.98 | 33 | 44 | |
| iTransformerCategory=Attentions, Year=20242026.03 | 21.03 | 33.14 | 46 | |
| CorrformerCategory=Attentions, Year=20232026.03 | 21.11 | 32.97 | 44 | |
| STG-NCDECategory=NODEs, Year=20222026.03 | 21.21 | 33.8 | 45 | |
| AirPhyNetCategory=NODEs, Year=20242026.03 | 21.31 | 31.77 | 47 | |
| STGODECategory=NODEs, Year=20212026.03 | 21.4 | 33.47 | 45 | |
| STDDECategory=NODEs, Year=20242026.03 | 22.85 | 34.26 | 46 | |
| STGCNCategory=STGNNs, Year=20182026.03 | 23.64 | 32.48 | 52 | |
| DCRNNCategory=STGNNs, Year=20182026.03 | 24.02 | 37.87 | 53 |