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HR estimation research benchmarks · SOTA2 Research

HR estimation

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

PURE (five-fold cross-validation)

0.26MAE

22

Jun 4, 2026

6.75Std Dev

14

Feb 26, 2026

RPED trained on PURE (test)

16.75MAE (BPM)

7

Jun 11, 2026

RPED trained on UBFC-rPPG (test)

12.75MAE

7

Jun 11, 2026

UBFC (five-fold cross-validation)

0.46MAE

6

Feb 26, 2026

VitalVideo (five-fold cross-val)

0.64MAE

6

Feb 26, 2026

MMPD (five-fold cross-validation)

5.58MAE

6

Feb 26, 2026

Popular datasets

RPED VIPL-HR PURE UBFC MMPD

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