ResearchBenchmarksTime-series forecasting on Synthetic Chain AdditiveTime-series forecasting on Synthetic Chain AdditiveFollow0.61RMSE (Observed)DoFlow0.60520.63760.670.7024Nov 4, 2025Evaluation resultsMethodMethodLinksRMSE (Observed)RMSE (Interpolated)RMSE (Counterfactual)DoFlow2025.110.610.660.3DeepVAR2025.110.620.97—TFT2025.110.631.1—TiDE2025.110.651.07—TSMixer2025.110.671.09—GRU2025.110.681.01—MQF22025.110.731.18—