ResearchTasksHeart Rate RegressionHeart Rate RegressionFollowBenchmarksDatasetSOTA methodSortMost resultsRecently updatedMost papersApplyDatasetSOTA methodMetricTrendResultsLast updatedDaLiA and Multi-wavelength PPGOurs3.8MAE20Jun 8, 2026Heart Rate Regression DatasetSIGMA-PPG0.459MAE7Feb 26, 2026SHHS, MrOS, and CFS average (test)SleepLM1.97MAE5Jul 2, 2026WildPPG RedOurs6.5MAE4Jun 8, 2026WildPPG InfraredOurs6.25MAE4Jun 8, 2026WildPPG GreenOurs4.38MAE4Jun 8, 2026PPG-DaLiAOurs4.2MAE4Jun 8, 2026