Air Quality Forecasting on LargeAQ benchmark leaderboard · SOTA2 Research

Air Quality Forecasting on LargeAQ

13.42MAEOmniAir

Evaluation Results

Method	Links
OmniAir2026.01		13.42	21.22	42.75
OmniAir2026.01		14.14	22.09	46.19
OmniAir2026.01		14.14	22.09	46.19
OmniAir2026.01		14.15	22.18	45.25
PM2.5GNN2026.01		14.62	22.88	50.89
STGCN2026.01		14.85	23.12	51.95
OmniAir2026.01		14.86	22.88	50.58
GAGNN2026.01		15.02	30.85	53.52
GWNet2026.01		15.48	23.75	57.15
AirFormer2026.01		15.52	23.15	56.35
AGCRN2026.01		15.75	24.62	56.45
STID2026.01		15.79	24.75	58.12
AirFormer2026.01		16.27	24.07	59.36
AirFormer2026.01		16.27	24.07	59.36
AirFormer2026.01		16.48	24.32	60.05
AirFormer2026.01		16.82	24.75	61.68
PM2.5GNN2026.01		16.86	25.75	61.63
PM2.5GNN2026.01		16.86	25.75	61.63
AirPhyNet2026.01		17.02	26.28	62.08
PM2.5GNN2026.01		17.05	26.18	60.65
STGCN2026.01		17.13	26.15	62.96
STGCN2026.01		17.13	26.15	62.96
STGCN2026.01		17.48	26.72	63.65
AGCRN2026.01		17.55	26.87	65.48
AGCRN2026.01		17.55	26.87	65.48
STID2026.01		17.65	27.05	67.7
STID2026.01		17.65	27.05	67.7
GWNet2026.01		17.76	26.77	69.06
GWNet2026.01		17.76	26.77	69.06
AGCRN2026.01		17.95	27.38	67.12
STID2026.01		18.05	27.55	69.15
GWNet2026.01		18.18	27.42	70.92
AirPhyNet2026.01		18.92	28.72	69.62
AirPhyNet2026.01		18.92	28.72	69.62
PM2.5GNN2026.01		18.92	28.18	73.35
AGCRN2026.01		18.95	28.62	72.88
STGCN2026.01		19.05	28.62	73.28
STID2026.01		19.12	28.85	75.82
AirPhyNet2026.01		19.28	29.12	71.35
GWNet2026.01		19.62	29.15	79.12
GAGNN2026.01		20.28	37.15	75.02
AirPhyNet2026.01		20.45	30.75	75.42
GAGNN2026.01		22.16	39.22	74.86
GAGNN2026.01		22.16	39.22	74.86
GAGNN2026.01		31.18	49.65	96.05