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Heart Rate estimation research benchmarks – Page 4 · SOTA2 Research

Heart Rate estimation

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

MMPD Natural (test)

3.45MAE

3

Mar 6, 2026

MMPD Incandescent (test)

3.59MAE

3

Mar 6, 2026

MMPD LED-High (test)

3.72MAE

3

Mar 6, 2026

MMPD LED-Low (test)

4.46MAE

3

Mar 6, 2026

Wide range of activity 2SR POS

2.07MAE (PR) [bpm]

2

May 26, 2026

4.41MAE

1

Feb 26, 2026

Page 4 of 4

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