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Cuffless blood pressure estimation leaderboard

VitalDB: RMSE (mmHg)

1 reported result for cuffless blood pressure estimation on VitalDB, ranked by RMSE (mmHg). Every row cites its source publication.

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  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 VitalDB, measured by RMSE (mmHg); ABP waveform or 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: VitalDB, RMSE (mmHg); ABP waveform or BP. Reported rankings; evaluation protocols may differ.
RankMethod & evaluationRMSE (mmHg); ABP waveform or BP↓ Lower is better
1Individual-level Public-Private Decoupling for C

Individual-level Public-Private Decoupling for Continuous Blood Pressure Waveform Prediction (IPPD)

Evaluation details

PPG→continuous ABP waveform; 30 held-out test cases; no target-case calibration or fine-tuning (abstract); note: waveform MAE 9.91 mmHg same protocol; waveform-level error, not SBP/DBP point error

Weights: not released

Reported as of: 2026-10-05

11.65

Rows are ranked only within this task × dataset × metric. Protocols can differ; read each method's evaluation details before comparing. Latest reported row: 2026-10-05.

About the dataset

Licence: CC BY 4.0 (PhysioNet release)

Sources on this board

Related leaderboards

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Cuffless blood pressure estimation on other datasets

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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, VitalDB RMSE (mmHg) leaderboard: cuffless blood pressure estimation, https://chatppg.com/research/leaderboards/cuffless-bp/vitaldb-rmse-mmhg (CC BY 4.0)

HTML link

Source: <a href="https://chatppg.com/research/leaderboards/cuffless-bp/vitaldb-rmse-mmhg">ChatPPG, VitalDB RMSE (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). VitalDB RMSE (mmHg) leaderboard: cuffless blood pressure estimation [Data set]. ChatPPG Research Hub. https://chatppg.com/research/leaderboards/cuffless-bp/vitaldb-rmse-mmhg

BibTeX
@misc{chatppg_cuffless_bp_vitaldb_rmse_mmhg,
  author       = {{ChatPPG}},
  title        = {{VitalDB RMSE (mmHg) leaderboard: cuffless blood pressure estimation}},
  year         = {2026},
  month        = oct,
  howpublished = {\url{https://chatppg.com/research/leaderboards/cuffless-bp/vitaldb-rmse-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: "VitalDB RMSE (mmHg) leaderboard: cuffless blood pressure estimation"
authors:
  - name: "ChatPPG"
url: "https://chatppg.com/research/leaderboards/cuffless-bp/vitaldb-rmse-mmhg"
date-released: "2026-10-19"