ResearchBenchmarksPM2.5 Forecasting on Ancona 1-DayFollow2.61MAENeuroDDAF2.55042.95273.3553.7573Apr 1, 2026Evaluation ResultsMethodMethodLinksMAERMSENeuroDDAFEncoder=GRU-GATEncoder=GRU-GAT2026.042.613.7AirPhyNet2026.042.633.73NeuroDDAFEncoder=GRUEncoder=GRU2026.042.653.74NeuroDDAFEncoder=LSTMEncoder=LSTM2026.042.974.12NeuroDDAFEncoder=TCNEncoder=TCN2026.043.074.22NeuroDDAFEncoder=GPT2Encoder=GPT22026.043.254.34NeuroDDAFEncoder=TransformerEncoder=Transformer2026.044.15.08