ResearchBenchmarksPM2.5 Forecasting on Tianjin (2-Day)Follow34.09MAENeuroDDAF34.034834.407434.7835.1526Apr 1, 2026Evaluation ResultsMethodMethodLinksMAERMSENeuroDDAFEncoder=GRU-GATEncoder=GRU-GAT2026.0434.0943.48NeuroDDAFEncoder=LSTMEncoder=LSTM2026.0434.4644.04NeuroDDAFEncoder=TCNEncoder=TCN2026.0435.1444.93NeuroDDAFEncoder=GRUEncoder=GRU2026.0435.2644.44AirPhyNet2026.0435.345.38NeuroDDAFEncoder=TransformerEncoder=Transformer2026.0435.4444.92NeuroDDAFEncoder=GPT2Encoder=GPT22026.0435.4744.77