ResearchBenchmarksPM2.5 Forecasting on Shenzhen (2-Day)Follow12.27MAENeuroDDAF12.177612.801313.42514.0487Apr 1, 2026Evaluation ResultsMethodMethodLinksMAERMSENeuroDDAFEncoder=GPT2Encoder=GPT22026.0412.2716.05NeuroDDAFEncoder=TCNEncoder=TCN2026.0412.316.08AirPhyNet2026.0412.4616.04NeuroDDAFEncoder=GRU-GATEncoder=GRU-GAT2026.0412.7316.51NeuroDDAFEncoder=LSTMEncoder=LSTM2026.0412.7416.56NeuroDDAFEncoder=GRUEncoder=GRU2026.0412.8616.72NeuroDDAFEncoder=TransformerEncoder=Transformer2026.0414.5817.85