ResearchBenchmarksShort-horizon Time-Series Regression on Synthetic trading-like time series (test)Short-horizon Time-Series Regression on Synthetic trading-like time series (test)Follow0.0061MAE (1-step)COMET-SG10.0049560.0126780.02040.028122Jan 28, 2026Evaluation resultsMethodMethodLinksMAE (1-step)MAE (5-step)COMET-SG1Time / Step (s)=0.5, P...Time / Step (s)=0.5, Params (KB)=2.9, Memory (KB)=3452026.010.00610.0177MLPTime / Step (s)=0.0010...Time / Step (s)=0.00103, Params (KB)=31.82026.010.01070.0167kNNTime / Step (s)=0.00172Time / Step (s)=0.001722026.010.01110.0155LSTMTime / Step (s)=0.0014...Time / Step (s)=0.00145, Params (KB)=17.62026.010.03470.0808