ResearchBenchmarksPM2.5 Forecasting on Ancona 2-DayPM2.5 Forecasting on Ancona 2-DayFollow3.01MAENeuroDDAF2.95963.29983.643.9802Apr 1, 2026Evaluation resultsMethodMethodLinksMAERMSENeuroDDAFEncoder=GRU-GATEncoder=GRU-GAT2026.043.014.11AirPhyNet2026.043.034.13NeuroDDAFEncoder=GRUEncoder=GRU2026.043.034.13NeuroDDAFEncoder=LSTMEncoder=LSTM2026.043.24.38NeuroDDAFEncoder=TCNEncoder=TCN2026.043.414.56NeuroDDAFEncoder=GPT2Encoder=GPT22026.043.594.7NeuroDDAFEncoder=TransformerEncoder=Transformer2026.044.275.26