ResearchBenchmarksProbabilistic Forecasting on ETTm1 (Delta Metrics)Follow-29.4Delta NLPD (%)DeRegiME-30.528-22.914-15.3-7.686May 19, 2026Evaluation ResultsMethodMethodLinksDelta NLPD (%)Delta CRPS (%)Delta MSE (%)DeRegiMEEncoder=DLinearEncoder=DLinear2026.05-29.4-8.3-6.6DeRegiMEEncoder=TimeMixerEncoder=TimeMixer2026.05-7.3-0.8-1.6DeRegiMEEncoder=PatchTSTEncoder=PatchTST2026.05-1.20.2-0.1