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Cuffless blood pressure estimation leaderboard

MIMIC-BP: MAE (mmHg)

1 reported result for cuffless blood pressure estimation on MIMIC-BP, ranked by MAE (mmHg). Every row cites its source publication.

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Recent changes

  1. Leaderboard added with 1 result

From the hub's dated sync history: new results as they are added, and SOTA stars as they are awarded or move.

This page ranks every result ChatPPG has recorded for cuffless blood pressure estimation on MIMIC-BP, 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.

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: MIMIC-BP, Mean absolute error (mmHg); cuffless BP. Reported rankings; evaluation protocols may differ.
RankMethod & evaluationMean absolute error (mmHg); cuffless BP↓ Lower is better
1Lightweight Calibration-Based Blood Pressure…

Lightweight Calibration-Based Blood Pressure Tracking from Photoplethysmography Features for Smart Devices: Accuracy, Model Size and Recalibration Interval

Evaluation details

SBP MAE, calibration-free, 229 subject-disjoint test subjects (best of six regressors, range 13.0–13.3; constant predictor 14.2); 65 hand-crafted PPG features; abstract-only

Weights: not released

Reported as of: 2026-11-11

13.0

Rows are ranked only within this task × dataset × metric. Protocols can differ; read each method's evaluation details before comparing. Latest reported row: 2026-11-11.

About the dataset

Licence: Open Data Commons Open Database License v1.0.

Sources on this board

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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, MIMIC-BP MAE (mmHg) leaderboard: cuffless blood pressure estimation, https://chatppg.com/research/leaderboards/cuffless-bp/mimic-bp-mae-mmhg (CC BY 4.0)

HTML link

Source: <a href="https://chatppg.com/research/leaderboards/cuffless-bp/mimic-bp-mae-mmhg">ChatPPG, MIMIC-BP MAE (mmHg) leaderboard: 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). MIMIC-BP MAE (mmHg) leaderboard: cuffless blood pressure estimation [Data set]. ChatPPG Research Hub. https://chatppg.com/research/leaderboards/cuffless-bp/mimic-bp-mae-mmhg

BibTeX
@misc{chatppg_cuffless_bp_mimic_bp_mae_mmhg,
  author       = {{ChatPPG}},
  title        = {{MIMIC-BP MAE (mmHg) leaderboard: cuffless blood pressure estimation}},
  year         = {2026},
  month        = nov,
  howpublished = {\url{https://chatppg.com/research/leaderboards/cuffless-bp/mimic-bp-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: "MIMIC-BP MAE (mmHg) leaderboard: cuffless blood pressure estimation"
authors:
  - name: "ChatPPG"
url: "https://chatppg.com/research/leaderboards/cuffless-bp/mimic-bp-mae-mmhg"
date-released: "2026-11-12"