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Dataset

4TU rPPG Benchmark

public benchmark videos + ECG for lighting/skin tone, motion and high-HR challenges (TU/e, 4TU.ResearchData 2020)

ECGVideoLicence
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The Public Benchmark Dataset for Testing rPPG Algorithm Performance (Hoffman and Lakens, Eindhoven University of Technology) is a 4TU.ResearchData release of face videos with synchronized ECG built to test rPPG algorithms on three challenges: lighting combined with skin tone, motion robustness, and high or changing heart rates. The accompanying OSF project says the recordings come from three participants with three different skin tones and were used to benchmark a VicarVision rPPG tool.

License

4TU General Terms of Use (repository); dataset-specific Licence.txt inside data.zip, not read

At a glance
Type
Dataset
Host
Not reported
DOI
Not reported
Licence
4TU General Terms of Use (repository); dataset-specific Licence.txt inside data.zip, not read
Access
Not reported
Subjects
3
Signals
ECGVideo
PPG sites
Not reported
Setting
Not reported
Wrist
Not reported
Raw waveforms
Not reported
Tasks
Not reported
Models
Updated
Nov 11, 2026
4TU rPPG Benchmark: ChatPPG research summary card

Key numbers

3
Subjects
2
Reference labels
ECG, HR

How it works

Inputs
4TU rPPG Benchmark
VitalsSight
Outputs / tasks
Reference labels
ecg, hr

Models using this dataset· 1

#111 of 158 most-used datasets by published papers and models · #49 of 70 ECG · #11 of 18 rPPG

Cite

No citation metadata yet.

Cite the ChatPPG record

Cite the dated snapshot 2026-10 for a fixed, reproducible version. Please also cite the original publications listed above.

APA

ChatPPG. (2026). 4TU rPPG Benchmark: dataset record (Version 2026-10) [Data set]. ChatPPG Research Hub. https://chatppg.com/research/datasets/4tu-rppg-benchmark

BibTeX
@misc{chatppg_dataset_4tu_rppg_benchmark,
  author       = {{ChatPPG}},
  title        = {{4TU rPPG Benchmark: dataset record}},
  year         = {2026},
  month        = nov,
  version      = {2026-10},
  howpublished = {\url{https://chatppg.com/research/datasets/4tu-rppg-benchmark}},
  note         = {ChatPPG Research Hub, Snapshot 2026-10, https://chatppg.com/research/snapshots/2026-10}
}
CITATION.cff
cff-version: 1.2.0
message: "If you use this resource, please cite it as below."
type: dataset
title: "4TU rPPG Benchmark: dataset record"
authors:
  - name: "ChatPPG"
url: "https://chatppg.com/research/datasets/4tu-rppg-benchmark"
repository-artifact: "https://chatppg.com/research/snapshots/2026-10"
version: "2026-10"
date-released: "2026-11-11"

History

  1. Record updated

Same tasks, signals and research

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