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Air pollution prediction on KnowAir 4-year (Sub-dataset 1)

19.34RMSECy2Mixer
19.273619.721820.1720.6182Jan 29, 2024

Evaluation results

MethodLinks
Cy2Mixercycle block=true2024.0119.3448.58
Cy2Mixercycle block=false2024.0119.7647.95
PM2.5-GNN2024.0119.9348.52
PM2.5-GNNPBL=false2024.0120.4647.43
PM2.5-GNNexport=false2024.0120.5445.73
GC-LSTM2024.0120.8445.83
GRU2024.012145.38