ResearchBenchmarksPM2.5 Forecasting on Shenzhen 3-DayPM2.5 Forecasting on Shenzhen 3-DayFollow12.69MAENeuroDDAF12.595613.232813.8714.5072Apr 1, 2026Evaluation resultsMethodMethodLinksMAERMSENeuroDDAFEncoder=TCNEncoder=TCN2026.0412.6916.13NeuroDDAFEncoder=GPT2Encoder=GPT22026.0412.7216.15NeuroDDAFEncoder=GRU-GATEncoder=GRU-GAT2026.0413.0316.55NeuroDDAFEncoder=LSTMEncoder=LSTM2026.0413.0316.6AirPhyNet2026.0413.1216.5NeuroDDAFEncoder=GRUEncoder=GRU2026.0413.1216.62NeuroDDAFEncoder=TransformerEncoder=Transformer2026.0415.0518.05