ResearchBenchmarksProbabilistic Forecasting on ETTh1 (long term)Probabilistic Forecasting on ETTh1 (long term)Follow0.3491CRPSStaTS0.3389680.4073590.475750.544141Feb 8, 2026Evaluation resultsMethodMethodLinksCRPSMAEMSEImprovement (%)StaTS2026.020.34910.45840.492113.18NsDiff2026.020.40210.53820.6186—TimeDiff2026.020.46830.48240.517—CSDI2026.020.5240.72940.9779—D3VAE2026.020.56010.7440.9635—DiffusionTS2026.020.60240.77381.0889—