Cuffless blood pressure estimation leaderboard

PPG-BP Database (Guilin / Liang 2018): AUROC

Name: Guilin / Liang 2018 AUROC leaderboard: cuffless blood pressure estimation
Creator: ChatPPG

1 reported result for cuffless blood pressure estimation on PPG-BP Database (Guilin / Liang 2018), ranked by AUROC. Every row cites its source publication.

This page ranks every result ChatPPG has recorded for cuffless blood pressure estimation on PPG-BP Database (Guilin / Liang 2018), measured by Area under ROC (higher is better). Each number is copied from the publication cited in its row, and ranks apply only within this dataset and metric.

Only one result has been reported on this dataset and metric so far, so this is a reference point rather than a multi-method comparison.

Cuffless blood pressure: PPG-BP Database (Guilin / Liang 2018), Area under ROC. Reported rankings; evaluation protocols may differ.
Rank	Method & evaluation	Area under ROC↑ Higher is better
1	TEX-MEX 0.56M PPG FM TEX-MEX 0.56M PPG FM (linear probe) Evaluation details Hypertension class, PRAUC 0.4960; next best MOMENT 0.6749 / AnyPPG 0.6739 (same paper); classification — not comparable to MAE rows	0.7347

Rows are ranked only within this task × dataset × metric. Protocols can differ; read each method's evaluation details before comparing.

About the dataset

PPG-BP Database (Guilin / Liang 2018)

Subjects: 219
Signals: ppg
Licence: CC0 1.0

Sources on this board

TEX-MEX (model)

Related leaderboards

Other metrics on PPG-BP Database (Guilin / Liang 2018)

Cuffless blood pressure estimation: MAE (mmHg) (3)

Cuffless blood pressure estimation on other datasets

All cuffless blood pressure estimation leaderboards

Data and submissions

Download every leaderboard as JSON or CSV. Missing a published result? Email hello@chatppg.com with the paper link and the exact table it comes from.

Cite this

Cite the page URL and the date you accessed it. Please also cite the original publications listed above.

APA

ChatPPG. (2026). Guilin / Liang 2018 AUROC leaderboard: cuffless blood pressure estimation [Data set]. ChatPPG Research Hub. https://chatppg.com/research/leaderboards/cuffless-bp/ppgbp-guilin-auroc

BibTeX

@misc{chatppg_cuffless_bp_ppgbp_guilin_auroc,
  author       = {{ChatPPG}},
  title        = {{Guilin / Liang 2018 AUROC leaderboard: cuffless blood pressure estimation}},
  year         = {2026},
  month        = oct,
  howpublished = {\url{https://chatppg.com/research/leaderboards/cuffless-bp/ppgbp-guilin-auroc}},
  note         = {ChatPPG Research Hub}
}

CITATION.cff

cff-version: 1.2.0
message: "If you use this resource, please cite it as below."
type: dataset
title: "Guilin / Liang 2018 AUROC leaderboard: cuffless blood pressure estimation"
authors:
  - name: "ChatPPG"
url: "https://chatppg.com/research/leaderboards/cuffless-bp/ppgbp-guilin-auroc"
date-released: "2026-10-16"