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Sleep/wake detection (actigraphy-style) leaderboard

whitehall-ii-diary: other

1 reported result for sleep/wake detection (actigraphy-style) on whitehall-ii-diary, ranked by other. 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 sleep/wake detection (actigraphy-style) on whitehall-ii-diary, measured by other (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.

Sleep/wake detection (actigraphy-style): whitehall-ii-diary, other. Reported rankings; evaluation protocols may differ.
RankMethod & evaluationother↑ Higher is better
1HDCZA
Evaluation details

Mean C-statistic for SPT-window vs PSG in sleep-clinic patients n=28; healthy good sleepers n=22 mean C=0.83; Whitehall II n=3752 vs diary SPT bias +10.9/+2.9 min (men/women)

Weights: not released

Reported as of: 2026-11-09

0.86

Rows are ranked only within this task × dataset × metric. Protocols can differ; read each method's evaluation details before comparing. Latest reported row: 2026-11-09.

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, whitehall-ii-diary other leaderboard: sleep/wake detection (actigraphy-style), https://chatppg.com/research/leaderboards/sleep-wake/whitehall-ii-diary-other (CC BY 4.0)

HTML link

Source: <a href="https://chatppg.com/research/leaderboards/sleep-wake/whitehall-ii-diary-other">ChatPPG, whitehall-ii-diary other leaderboard: sleep/wake detection (actigraphy-style)</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). whitehall-ii-diary other leaderboard: sleep/wake detection (actigraphy-style) [Data set]. ChatPPG Research Hub. https://chatppg.com/research/leaderboards/sleep-wake/whitehall-ii-diary-other

BibTeX
@misc{chatppg_sleep_wake_whitehall_ii_diary_other,
  author       = {{ChatPPG}},
  title        = {{whitehall-ii-diary other leaderboard: sleep/wake detection (actigraphy-style)}},
  year         = {2026},
  month        = nov,
  howpublished = {\url{https://chatppg.com/research/leaderboards/sleep-wake/whitehall-ii-diary-other}},
  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: "whitehall-ii-diary other leaderboard: sleep/wake detection (actigraphy-style)"
authors:
  - name: "ChatPPG"
url: "https://chatppg.com/research/leaderboards/sleep-wake/whitehall-ii-diary-other"
date-released: "2026-11-09"