Cuffless blood pressure estimation leaderboard

PPG-BP Database (Guilin / Liang 2018): MAE (mmHg)

Name: Guilin / Liang 2018 MAE (mmHg) leaderboard: cuffless blood pressure estimation
Creator: ChatPPG

3 reported results for cuffless blood pressure estimation on PPG-BP Database (Guilin / Liang 2018), ranked by MAE (mmHg). Top reported: Chowdhury GPR + ReliefF…

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

Cuffless blood pressure: PPG-BP Database (Guilin / Liang 2018), Mean absolute error (mmHg); cuffless BP. Reported rankings; evaluation protocols may differ.
Rank	Method & evaluation	Mean absolute error (mmHg); cuffless BP↓ Lower is better
1	Chowdhury GPR + ReliefF Chowdhury GPR + ReliefF (Sensors 2020) Evaluation details Record-level random 85/15 split — NOT subject-disjoint; demographics in features; SBP fails AAMI SD	3.02
2	TF-MambaNet Evaluation details PPG-BP (Liang 2018) 2 s segments, frozen features (paper Table 1); finger clinical PPG; DBP Chronos 8.37 better	12.89
3	TEX-MEX 0.56M PPG FM TEX-MEX 0.56M PPG FM (linear probe) Evaluation details Frozen LP, subject-level 5-fold CV × 15 seeds (arXiv 2610.19557 Table 4); same-paper Pulse-PPG 16.62/9.65, PaPaGei-P 15.47/9.15; finger clinical; weights promised	14.007

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

Related leaderboards

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

Cuffless blood pressure estimation: AUROC (1)

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 MAE (mmHg) leaderboard: cuffless blood pressure estimation [Data set]. ChatPPG Research Hub. https://chatppg.com/research/leaderboards/cuffless-bp/ppgbp-guilin-mae-mmhg

BibTeX

@misc{chatppg_cuffless_bp_ppgbp_guilin_mae_mmhg,
  author       = {{ChatPPG}},
  title        = {{Guilin / Liang 2018 MAE (mmHg) leaderboard: cuffless blood pressure estimation}},
  year         = {2026},
  month        = oct,
  howpublished = {\url{https://chatppg.com/research/leaderboards/cuffless-bp/ppgbp-guilin-mae-mmhg}},
  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 MAE (mmHg) leaderboard: cuffless blood pressure estimation"
authors:
  - name: "ChatPPG"
url: "https://chatppg.com/research/leaderboards/cuffless-bp/ppgbp-guilin-mae-mmhg"
date-released: "2026-10-16"