ResearchBenchmarksTime Series Forecasting on Carparts (Median RMSE)Follow0.5Median RMSEFFNN0.480.6150.750.885May 11, 2026Evaluation ResultsMethodMethodLinksMedian RMSEFFNNFramework=GluonTSFramework=GluonTS2026.050.5DeepAR2026.050.5Transformer2026.050.5Adaptive MoEFramework=PyTorchFramework=PyTorch2026.050.5PR2026.050.58WaveNet2026.050.58Theta2026.050.65SES2026.050.71TBATS2026.050.71ETS2026.050.71ARIMA2026.050.71CatBoost2026.050.71N-BEATS2026.051