ResearchBenchmarksTime Series Forecasting on Aggregated Time Series DatasetsTime Series Forecasting on Aggregated Time Series DatasetsFollow2.99MASEL-GTA2.87043.67774.4855.2923Jul 31, 2025Evaluation resultsMethodMethodLinksMASEBest Score (TSTR)Best Score (Downstream)L-GTAComp. Time=0×Comp. Time=0×2025.072.996080TimeVAEComp. Time=8.2×Comp. Time=8.2×2025.074.06200Original2025.074.1200Direct2025.074.44200Diffusion-TSComp. Time=1085×Comp. Time=1085×2025.075.33020TimeGANComp. Time=5487×Comp. Time=5487×2025.075.9800