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Air Quality Forecasting on USA regional air quality

10.38MAEOmniAir
10.239211.189612.1413.0904Jan 29, 2026

Evaluation results

MethodLinks
OmniAirVariant=Full2026.0110.3818.3841.04
PM2.5GNN2026.0110.4318.6842.35
AirPhyNet2026.0110.4318.4641.72
STID2026.0110.4518.3941.77
GAGNN2026.0110.4718.5842.27
GWNet2026.0110.4818.3841.35
AirDualODE2026.0110.4918.5642.03
OmniAirVariant=w/o Ext. Feat.2026.0110.5218.5641.52
AGCRN2026.0110.5418.7641.28
MTGNN2026.0110.5618.542.67
OmniAirVariant=w/o Sem. Graph2026.0110.6818.8242.15
STGCN2026.0110.7519.0143.71
Airformer2026.0110.7918.6341.88
OmniAirVariant=w/o Adap. Sparse2026.0110.7918.9542.56
StemGNN2026.0110.9118.9644.72
OmniAirVariant=w/o ISIE2026.0110.9519.1843.12
OmniAirVariant=w/o Dyn. Graph2026.0111.2219.7544.05
CauAir2026.0111.6719.5542.34
Informer2026.0111.6919.2643.85
Autoformer2026.0111.8519.7344
LightTS2026.0111.9519.6751.78
VAR2026.0112.220.3853.58
LV2026.0113.4422.755.31
GM2026.0113.923.5866.11