Air Quality Forecasting on USA regional air quality benchmark leaderboard · SOTA2 Research

Air Quality Forecasting on USA regional air quality

10.38MAEOmniAir

Evaluation Results

Method	Links
OmniAir2026.01		10.38	18.38	41.04
PM2.5GNN2026.01		10.43	18.68	42.35
AirPhyNet2026.01		10.43	18.46	41.72
STID2026.01		10.45	18.39	41.77
GAGNN2026.01		10.47	18.58	42.27
GWNet2026.01		10.48	18.38	41.35
AirDualODE2026.01		10.49	18.56	42.03
OmniAir2026.01		10.52	18.56	41.52
AGCRN2026.01		10.54	18.76	41.28
MTGNN2026.01		10.56	18.5	42.67
OmniAir2026.01		10.68	18.82	42.15
STGCN2026.01		10.75	19.01	43.71
Airformer2026.01		10.79	18.63	41.88
OmniAir2026.01		10.79	18.95	42.56
StemGNN2026.01		10.91	18.96	44.72
OmniAir2026.01		10.95	19.18	43.12
OmniAir2026.01		11.22	19.75	44.05
CauAir2026.01		11.67	19.55	42.34
Informer2026.01		11.69	19.26	43.85
Autoformer2026.01		11.85	19.73	44
LightTS2026.01		11.95	19.67	51.78
VAR2026.01		12.2	20.38	53.58
LV2026.01		13.44	22.7	55.31
GM2026.01		13.9	23.58	66.11