ResearchBenchmarksTime Series Forecasting on Weather (Training Time, Inference Time)Time Series Forecasting on Weather (Training Time, Inference Time)Follow23.887Training TimeL-Drive9.56732106.22516202.883299.54084May 18, 2026Evaluation resultsMethodMethodLinksTraining TimeInference TimeL-Drive2026.0523.8877.645TimeXer2026.0529.5843.924CrossLinear2026.0533.2512.144FilterTS2026.0536.5525.244TimesNet2026.05335.32499.497PatchTST2026.05381.87981.902