ResearchBenchmarksTime Series Forecasting on Carparts (Mean RMSE)Follow0.73Mean RMSEPR0.71440.81970.9251.0303May 11, 2026Evaluation ResultsMethodMethodLinksMean RMSEPR2026.050.73FFNNFramework=GluonTSFramework=GluonTS2026.050.74DeepAR2026.050.74Transformer2026.050.74Adaptive MoEFramework=PyTorchFramework=PyTorch2026.050.74Theta2026.050.77WaveNet2026.050.77SES2026.050.78CatBoost2026.050.79ETS2026.050.8ARIMA2026.050.81TBATS2026.050.84N-BEATS2026.051.12