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Papers Benchmarks Datasets Tasks

rPPG estimation research benchmarks · SOTA2 Research

rPPG estimation

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

4.05MAE

24

Apr 3, 2026

0.21MAE

24

Apr 7, 2026

0.24MAE

17

Apr 3, 2026

9.29MAE

15

Jun 23, 2026

0.33MAE

15

Jun 23, 2026

1.98MAE

15

Jun 23, 2026

Unified 10-second inference benchmark NVIDIA RTX 4090 GPU

0.77Parameters (M)

8

Apr 2, 2026

PURE Output Videos

10.07MAE (bpm)

7

Apr 7, 2026

rPPG Benchmarking Setting

7.21Throughput (Kfps)

6

Jul 1, 2026

MCD-rPPG (test)

0.69MAE

5

Mar 25, 2026

Popular datasets

PURE UBFC-rPPG UBFC MMPD MCD-rPPG

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