ResearchBenchmarksTime Series Forecasting on ETTm2 Length 96 (test)Follow0.171ErrorΔ-Adapter0.160480.231490.30250.37351Jan 28, 2026Evaluation ResultsMethodMethodLinksErrorΔ-AdapterBackbone=DistPredBackbone=DistPred2026.010.171Δ-AdapterBackbone=iTransformerBackbone=iTransformer2026.010.176Δ-AdapterBackbone=AutoformerBackbone=Autoformer2026.010.233FSNet2026.010.334OneNet2026.010.434