Air Quality Forecasting on Global air quality dataset benchmark leaderboard · SOTA2 Research

Air Quality Forecasting on Global air quality dataset

11.28MAEOmniAir

Evaluation Results

Method	Links
OmniAir2026.01		11.28	20.41	33.69
OmniAir2026.01		11.28	—	—
OmniAir2026.01		11.56	20.89	34.42
OmniAir2026.01		11.82	21.35	35.18
STID2026.01		11.93	21.56	35.82
OmniAir2026.01		11.98	21.67	35.72
OmniAir2026.01		12.18	22.05	36.25
Informer2026.01		12.33	22.06	35.5
Airformer2026.01		12.52	23.36	36.62
AirFormer2026.01		12.52	—	—
LightTS2026.01		12.57	27.58	40.65
OmniAir2026.01		12.58	22.78	37.52
AirDualODE2026.01		12.78	27.32	37.11
GAGNN2026.01		12.81	27.17	38.44
GWNet2026.01		12.89	26.48	39.67
GWNet2026.01		12.89	—	—
PM2.5GNN2026.01		12.9	27.23	38.54
PM2.5GNN2026.01		12.9	—	—
AirPhyNet2026.01		12.97	27.31	39.05
MTGNN2026.01		13.12	26.88	37.63
CauAir2026.01		13.22	24.38	36.86
Autoformer2026.01		13.39	22.61	37.6
StemGNN2026.01		13.6	27.15	41.94
StemGNN2026.01		13.6	—	—
LV2026.01		14.18	25.22	42.98
VAR2026.01		14.29	21.2	49.88
STGCN2026.01		14.59	28.47	47.27
STGCN2026.01		14.59	—	—
GM2026.01		23.06	45.16	83.67