ResearchTasksSignature fidelitySignature fidelityFollowBenchmarksDatasetSOTA methodSortMost resultsRecently updatedMost papersApplyDatasetSOTA methodMetricTrendResultsLast updatedS&P 500 2023–2025 (out-of-sample)Reg-TAd40.01Relative MSE7Jun 16, 2026S&P 500 2009–2022 (in-sample)Reg-TAd40.01Relative MSE7Jun 16, 2026OUOurs-TAd60.01Relative MSE7Jun 16, 2026log-fBMOurs-TAd60.03Relative MSE7Jun 16, 2026log-GBMOurs-TAd60.03Relative MSE7Jun 16, 2026