ResearchBenchmarksTime Series Forecasting on Carparts (MASE and Runtime)Follow0.75MASEFFNN0.66641.23071.7952.3593May 11, 2026Evaluation ResultsMethodMethodLinksMASERuntime (s)FFNN2026.050.7517.22DeepAR2026.050.75204.54Transformer2026.050.75153.3Adaptive MoE2026.050.759.51PR2026.050.7612.41WaveNet2026.050.8357.7CatBoost2026.050.8526.4SES2026.050.953.38Theta2026.050.962.7ETS2026.050.93272.05ARIMA2026.050.93474.05TBATS2026.051810.72N-BEATS2026.052.841,574.44