ResearchBenchmarksPM10 Concentration Forecasting on AirU air pollution datasetPM10 Concentration Forecasting on AirU air pollution datasetFollow0.897R^2 (3H)GB0.70980.75840.8070.8556Jun 23, 2026Evaluation resultsMethodMethodLinksR^2 (3H)R^2 (6H)R^2 (9H)R^2 (12H)GB2026.060.8970.8450.7360.814RF2026.060.8910.8370.7240.81ET2026.060.890.8370.7430.817LSTM2026.060.8120.6180.6840.64Prophet2026.060.8020.7390.6840.633GRU2026.060.8010.6640.6540.422DT2026.060.7920.7580.360.593kNN2026.060.7170.6210.5270.588