ResearchBenchmarksProbabilistic Forecasting on ETTm2 long termFollow0.2389CRPSStaTS0.2079160.4170580.62620.835342Feb 8, 2026Evaluation ResultsMethodMethodLinksCRPSMAEMSEImprovement (%)StaTS2026.020.23890.31090.252911.55NsDiff2026.020.27010.34250.2597—TimeDiff2026.020.31290.32660.2647—D3VAE2026.020.72811.01881.6347—CSDI2026.020.87241.13522.2511—DiffusionTS2026.021.01351.21132.3092—