ResearchBenchmarksProbabilistic Forecasting on SolarEnergy long termProbabilistic Forecasting on SolarEnergy long termFollow0.221CRPSStaTS0.201420.3335850.465750.597915Feb 8, 2026Evaluation resultsMethodMethodLinksCRPSMAEMSEImprovement (%)StaTS2026.020.2210.27210.266310.67NsDiff2026.020.24740.30530.2469—D3VAE2026.020.41180.42570.3901—CSDI2026.020.43740.68750.7371—DiffusionTS2026.020.50740.75050.7635—TimeDiff2026.020.71050.72420.8104—