ChatPPG.
Join free

Cuffless blood pressure estimation leaderboard

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

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

Last updated

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.
RankMethod & evaluationArea under ROC↑ Higher is better
1TEX-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

Weights: not released

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

Licence: CC0 1.0

Sources on this board

Related leaderboards

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

Cuffless blood pressure estimation on other datasets

Show 10 more leaderboards

All cuffless blood pressure estimation leaderboards

Data and submissions

Downloads of every leaderboard (JSON and CSV) are free for members. Sign in to download.Missing a published result? Email hello@chatppg.com with the paper link and the exact table it comes from.

Cite or reuse this

CC BY 4.0ChatPPG compiled this data. You can copy, adapt and republish it, including in articles, slides, papers and AI tools, as long as you credit ChatPPG and link to this page. Please also cite the original studies for any number you use.

Attribution

Source: ChatPPG, Guilin / Liang 2018 AUROC leaderboard (Hypertension): cuffless blood pressure estimation, https://chatppg.com/research/leaderboards/cuffless-bp/ppgbp-guilin-auroc-hypertension (CC BY 4.0)

HTML link

Source: <a href="https://chatppg.com/research/leaderboards/cuffless-bp/ppgbp-guilin-auroc-hypertension">ChatPPG, Guilin / Liang 2018 AUROC leaderboard (Hypertension): cuffless blood pressure estimation</a> (<a href="https://creativecommons.org/licenses/by/4.0/" rel="license">CC BY 4.0</a>)

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 (Hypertension): cuffless blood pressure estimation [Data set]. ChatPPG Research Hub. https://chatppg.com/research/leaderboards/cuffless-bp/ppgbp-guilin-auroc-hypertension

BibTeX
@misc{chatppg_cuffless_bp_ppgbp_guilin_auroc_hypertension,
  author       = {{ChatPPG}},
  title        = {{Guilin / Liang 2018 AUROC leaderboard (Hypertension): cuffless blood pressure estimation}},
  year         = {2026},
  month        = nov,
  howpublished = {\url{https://chatppg.com/research/leaderboards/cuffless-bp/ppgbp-guilin-auroc-hypertension}},
  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 (Hypertension): cuffless blood pressure estimation"
authors:
  - name: "ChatPPG"
url: "https://chatppg.com/research/leaderboards/cuffless-bp/ppgbp-guilin-auroc-hypertension"
date-released: "2026-11-05"