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Air Quality Forecasting on China regional air quality

22.17MAESTDN
21.292827.213933.13539.0561Apr 13, 2026

Evaluation results

MethodLinks
STDNPrediction horizon=1-12 h2026.0422.17——
GW-NetPrediction horizon=1-12 h2026.0422.42——
STGCNPrediction horizon=1-12 h2026.0422.77——
GMANPrediction horizon=1-12 h2026.0424.11——
DCRNNPrediction horizon=1-12 h2026.0424.28——
ST-SheafPrediction horizon=1-12 h2026.0424.31——
ASTGCNPrediction horizon=1-12 h2026.0425.51——
SGPPrediction horizon=1-12 h2026.0426.42——
CITRUSPrediction horizon=1-12 h2026.0427.4——
ST-SheafPrediction horizon=13-24 hr2026.0430.1——
ARIMAPrediction horizon=1-12 h2026.0430.14——
STDNPrediction horizon=13-24 hr2026.0430.16——
GW-NetPrediction horizon=13-24 hr2026.0430.29——
STGCNPrediction horizon=13-24 hr2026.0431.59——
CITRUSPrediction horizon=13-24 hr2026.0432.66——
GMANPrediction horizon=13-24 hr2026.0432.8——
DCRNNPrediction horizon=13-24 hr2026.0432.95——
ST-SheafPrediction horizon=25-48 hr2026.0433.24——
SGPPrediction horizon=13-24 hr2026.0433.38——
ASTGCNPrediction horizon=13-24 hr2026.0433.98——
STDNPrediction horizon=25-48 hr2026.0434.62——
GW-NetPrediction horizon=25-48 hr2026.0434.73——
CITRUSPrediction horizon=25-48 hr2026.0435.56——
STGCNPrediction horizon=25-48 hr2026.0435.59——
SGPPrediction horizon=25-48 hr2026.0435.99——
DCRNNPrediction horizon=25-48 hr2026.0436.11——
GMANPrediction horizon=25-48 hr2026.0436.25——
ASTGCNPrediction horizon=25-48 hr2026.0437.42——
ARIMAPrediction horizon=13-24 hr2026.0438.98——
ARIMAPrediction horizon=25-48 hr2026.0444.1——