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Citable snapshot

Research hub, October 2026.

A frozen copy of the hub as of 2026-10-17. These files never change after publication, so a citation to this version always resolves to the same data. The live hub keeps updating.

81 leaderboards · 191 results · 235 datasets · 84 models · 245 papers

Files

  • leaderboards.json · All boards with ranked rows and protocols · 166 KBsha256 256491f14868990b22bf0ad49892ce7429c5e9a46f6d2b2767e293032f2dc66f
  • leaderboard-results.csv · One row per reported result · 75 KBsha256 845c064ad5fa0b6200b4085e78d5f02a333d0abad1728c04bae10e05d0890e9e
  • datasets.json · Dataset records · 405 KBsha256 9425a6493688fd42a98cc508b79bf36782210f3b5b59819f5c5f473a72f9c967
  • datasets.csv · Dataset table · 51 KBsha256 9b3f680590acbb8160948f50b1c45e857f253f0375888235ded40bcfa58674a2
  • models.json · Model records · 152 KBsha256 79909911873a9f88b6232aa053c901f3338c0f4711a3729f664736dcd88d9c46
  • papers.json · Paper records · 432 KBsha256 bcf27fc41e58920235a25b7620514e3a49cf02ad6b97c319cf9490533489f2d1
  • manifest.json · Counts and SHA-256 checksums

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Rows are ranked only within a task, dataset and metric, the same as on the live leaderboards. Each value comes from the cited paper, and its protocol is in the row.

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, ChatPPG Research Hub: wearable and PPG benchmark leaderboards, datasets and models, https://chatppg.com/research/snapshots/2026-10 (CC BY 4.0)

HTML link

Source: <a href="https://chatppg.com/research/snapshots/2026-10">ChatPPG, ChatPPG Research Hub: wearable and PPG benchmark leaderboards, datasets and models</a> (<a href="https://creativecommons.org/licenses/by/4.0/" rel="license">CC BY 4.0</a>)

Cite the dated snapshot 2026-10 for a fixed, reproducible version. Please also cite the original publications listed above.

APA

ChatPPG. (2026). ChatPPG Research Hub: wearable and PPG benchmark leaderboards, datasets and models (Version 2026-10) [Data set]. ChatPPG Research Hub. https://chatppg.com/research/snapshots/2026-10

BibTeX
@misc{chatppg_hub_2026_10,
  author       = {{ChatPPG}},
  title        = {{ChatPPG Research Hub: wearable and PPG benchmark leaderboards, datasets and models}},
  year         = {2026},
  month        = oct,
  version      = {2026-10},
  howpublished = {\url{https://chatppg.com/research/snapshots/2026-10}},
  note         = {ChatPPG Research Hub, Snapshot 2026-10, https://chatppg.com/research/snapshots/2026-10}
}
CITATION.cff
cff-version: 1.2.0
message: "If you use this resource, please cite it as below."
type: dataset
title: "ChatPPG Research Hub: wearable and PPG benchmark leaderboards, datasets and models"
authors:
  - name: "ChatPPG"
url: "https://chatppg.com/research/snapshots/2026-10"
repository-artifact: "https://chatppg.com/research/snapshots/2026-10"
version: "2026-10"
date-released: "2026-10-17"