Atrial fibrillation detection leaderboard
liu-ppg-arrhythmia-6class: AUROC
1 reported result for atrial fibrillation detection on liu-ppg-arrhythmia-6class, ranked by AUROC. Every row cites its source publication.
This page ranks every result ChatPPG has recorded for atrial fibrillation detection on liu-ppg-arrhythmia-6class, 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.
| Rank | Method & evaluation | Area under ROC↑ Higher is better |
|---|---|---|
| 1 | Pulse2View Pulse2View: Same-Sensor Cross-View Pre-Training for Patient-Level Multi-Disease Classification from Wearable PPG Evaluation detailsWindow-level six-class Macro AUROC (mean ± 0.0011, 3 seeds) on public Liu PPG arrhythmia dataset; multi-class rhythm, not AF-vs-rest Reported as of: 2026-10-06 | 0.9697 |
Rows are ranked only within this task × dataset × metric. Protocols can differ; read each method's evaluation details before comparing. Latest reported row: 2026-10-06.
Sources on this board
Related leaderboards
Atrial fibrillation detection on other datasets
- Stanford wrist PPG AF (DeepBeat): AUROC (2)
- Long-term ECG and wrist PPG with annotated AF episodes (AFPPGECG): balanced accuracy (1)
- Long-term ECG and wrist PPG with annotated AF episodes (AFPPGECG): exact match (1)
- external-single-lead-af: AUROC (1)
- Icentia11k single-lead continuous raw ECG (PhysioNet): balanced accuracy (1)
- MIMIC-III-Ext-PPG: macro-F1 (1)
- MIMIC PERform: accuracy (1)
- MIMIC PERform: exact match (1)
- ptb-xl-rhythm: AUROC (1)
- Pulsewatch: AUROC (1)
- Pulsewatch: macro-F1 (1)
- Stanford wrist PPG AF (DeepBeat): macro-F1 (1)
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). liu-ppg-arrhythmia-6class AUROC leaderboard: atrial fibrillation detection [Data set]. ChatPPG Research Hub. https://chatppg.com/research/leaderboards/afib/liu-ppg-arrhythmia-6class-auroc
BibTeX
@misc{chatppg_afib_liu_ppg_arrhythmia_6class_auroc,
author = {{ChatPPG}},
title = {{liu-ppg-arrhythmia-6class AUROC leaderboard: atrial fibrillation detection}},
year = {2026},
month = oct,
howpublished = {\url{https://chatppg.com/research/leaderboards/afib/liu-ppg-arrhythmia-6class-auroc}},
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: "liu-ppg-arrhythmia-6class AUROC leaderboard: atrial fibrillation detection" authors: - name: "ChatPPG" url: "https://chatppg.com/research/leaderboards/afib/liu-ppg-arrhythmia-6class-auroc" date-released: "2026-10-16"