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Air Quality Forecasting on KnowAir

7.58MAE

OmniAir

Updated 3d ago

Evaluation Results

Method	Links
OmniAir 2026.01		7.58	11.85	42.52
PM2.5GNN 2026.01		8.12	12.81	46.75
STID 2026.01		8.14	12.65	48.42
STGCN 2026.01		8.25	12.69	46.21
AirFormer 2026.01		8.26	12.68	45.49
AGCRN 2026.01		8.41	13.08	48.64
OmniAir 2026.01		8.43	12.77	48.31
OmniAir 2026.01		8.43	12.77	48.31
OmniAir 2026.01		8.51	12.86	48.45
PM2.5GNN 2026.01		9.06	14.05	54.25
PM2.5GNN 2026.01		9.06	14.05	54.25
PM2.5GNN 2026.01		9.12	14.08	52.19
STGCN 2026.01		9.18	14.02	53.86
STGCN 2026.01		9.18	13.82	54.02
STGCN 2026.01		9.18	14.02	53.86
OmniAir 2026.01		9.19	13.59	53.95
AirFormer 2026.01		9.2	13.76	52.96
AirFormer 2026.01		9.2	13.76	52.96
AirFormer 2026.01		9.21	13.75	52.28
AirPhyNet 2026.01		9.28	14.16	57.12
STID 2026.01		9.33	14.06	58.98
STID 2026.01		9.33	14.06	58.98
STID 2026.01		9.35	14.12	58.45
GWNet 2026.01		9.38	13.98	56.68
AGCRN 2026.01		9.56	14.45	57.87
AGCRN 2026.01		9.56	14.45	57.87
AGCRN 2026.01		9.58	14.43	56.82
PM2.5GNN 2026.01		9.94	15.25	63.81
STGCN 2026.01		10.11	15.56	61.35
AirFormer 2026.01		10.12	14.86	61.12
GAGNN 2026.01		10.15	15.24	59.26
GWNet 2026.01		10.36	15.08	63.45
GWNet 2026.01		10.36	15.08	63.45
STID 2026.01		10.49	15.42	70.08
AirPhyNet 2026.01		10.52	15.74	66.27
AirPhyNet 2026.01		10.52	15.74	66.27
GWNet 2026.01		10.62	15.35	64.85
AirPhyNet 2026.01		10.65	15.86	67.05
AGCRN 2026.01		10.68	15.85	68.16
GWNet 2026.01		11.08	15.92	68.82
GAGNN 2026.01		11.25	16.81	67.49
GAGNN 2026.01		11.25	16.81	67.49
AirPhyNet 2026.01		11.62	17.21	74.65
GAGNN 2026.01		11.91	17.35	69.85
GAGNN 2026.01		12.19	19.85	73.35