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Cuffless blood pressure estimation leaderboard

pulsedb-vitaldb-aha6: accuracy

1 reported result for cuffless blood pressure estimation on pulsedb-vitaldb-aha6, ranked by Accuracy. Every row cites its source publication.

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Only reported result · accuracy · higher is better

0.824by Few-shot on frozen FM embeddings (2026)

1 result0 with code0 open weightsYears 2026

Research results as reported by each paper, not validated clinical accuracy. Ranks apply only within this dataset and metric.

Cuffless blood pressure: pulsedb-vitaldb-aha6, Accuracy. Reported results; ranks apply within this dataset, metric.
RankModelaccuracy ↑YearCodeOpen weightsSizeProtocol
1Few-shot on frozen FM embeddings

Few-shot on frozen FM embeddings (BSN 2026)

0.8242026No code link recordedClosed—
Extra data
Evaluation details

AHA 6-class category, 3-shot; weighted F1 0.832; classification — not comparable to MAE rows

Rows are ranked only within this task × dataset × metric. Protocols can differ; read each method's evaluation details before comparing. Year, code, open weights and size come from each model's or paper's record; a dash or “Unknown” means the record does not say.

This page ranks every result ChatPPG has recorded for cuffless blood pressure estimation on pulsedb-vitaldb-aha6, measured by Accuracy (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.

Sources on this board

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Data and submissions

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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, pulsedb-vitaldb-aha6 accuracy leaderboard: cuffless blood pressure estimation, https://chatppg.com/research/leaderboards/cuffless-bp/pulsedb-vitaldb-aha6-accuracy (CC BY 4.0)

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Source: <a href="https://chatppg.com/research/leaderboards/cuffless-bp/pulsedb-vitaldb-aha6-accuracy">ChatPPG, pulsedb-vitaldb-aha6 accuracy 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). pulsedb-vitaldb-aha6 accuracy leaderboard: cuffless blood pressure estimation [Data set]. ChatPPG Research Hub. https://chatppg.com/research/leaderboards/cuffless-bp/pulsedb-vitaldb-aha6-accuracy

BibTeX
@misc{chatppg_cuffless_bp_pulsedb_vitaldb_aha6_accuracy,
  author       = {{ChatPPG}},
  title        = {{pulsedb-vitaldb-aha6 accuracy leaderboard: cuffless blood pressure estimation}},
  year         = {2026},
  month        = oct,
  howpublished = {\url{https://chatppg.com/research/leaderboards/cuffless-bp/pulsedb-vitaldb-aha6-accuracy}},
  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: "pulsedb-vitaldb-aha6 accuracy leaderboard: cuffless blood pressure estimation"
authors:
  - name: "ChatPPG"
url: "https://chatppg.com/research/leaderboards/cuffless-bp/pulsedb-vitaldb-aha6-accuracy"
date-released: "2026-10-19"