ResearchBenchmarksTime-series forecasting on Residential LoadTime-series forecasting on Residential LoadFollow0.54MSEREGEN0.53320.57910.6250.6709Jun 3, 2026Evaluation resultsMethodMethodLinksMSEMAEREGENProtocol=TSTR, Generat...Protocol=TSTR, Generative Method=REGEN, Forecaster=iTransformer2026.060.540.38TRTRProtocol=TRTR, Forecas...Protocol=TRTR, Forecaster=iTransformer2026.060.60.42TimeGANProtocol=TSTR, Generat...Protocol=TSTR, Generative Method=TimeGAN, Forecaster=iTransformer2026.060.710.49