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ResearchFormerly WizWand

Remote Heart Rate Estimation

Benchmarks

DatasetSOTA methodMetricTrendResultsLast updated

NIRP-DRV trained on VIPL-HR (test)

5.23MAE

12

Jun 23, 2026

NIRP-IND trained on VIPL-HR (test)

1.38MAE

12

Jun 23, 2026

VIPL-HR trained on NIRP (test)

4.05MAE (BPM)

12

Jun 23, 2026

MR-NIRP Car 975 nm NIR setting Large motion

4.32MAE

10

Jun 23, 2026

MR-NIRP Car 975 nm NIR setting (Small motion)

4.32MAE

10

Jun 23, 2026

MVRD Speaking Center 1.0

1.65MAE

10

Mar 25, 2026

MVRD Stationary Center 1.0

0.73MAE

10

Mar 25, 2026

MVRD Movement Right 1.0

3.2MAE

10

Mar 25, 2026

MVRD Movement Center 1.0

1.1MAE

10

Mar 25, 2026

MVRD Movement Left 1.0

3.99MAE

10

Mar 25, 2026

0.95Wave-Corr

4

Jun 23, 2026