ResearchBenchmarksTime Series Forecasting on ELC Length 192 (test)Follow0.164ErrorΔ-Adapter0.152880.227940.3030.37806Jan 28, 2026Evaluation ResultsMethodMethodLinksErrorΔ-AdapterBackbone=DistPredBackbone=DistPred2026.010.164Δ-AdapterBackbone=iTransformerBackbone=iTransformer2026.010.167OneNet2026.010.3Δ-AdapterBackbone=AutoformerBackbone=Autoformer2026.010.379FSNet2026.010.442