Energy expenditure (PAEE / calorimetry) leaderboard
oliveira-2026-lab-actigraph: mae_kcal_per_min
1 reported result for energy expenditure (PAEE / calorimetry) on oliveira-2026-lab-actigraph, ranked by mae_kcal_per_min. Every row cites its source…
Last updated
Recent changes
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 energy expenditure (PAEE / calorimetry) on oliveira-2026-lab-actigraph, measured by mae_kcal_per_min (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.
| Rank | Method & evaluation | mae_kcal_per_min↓ Lower is better |
|---|---|---|
| 1 | Accelerometry-Based Machine Learning Estimation… Accelerometry-Based Machine Learning Estimation of Energy Expenditure and Physical Activity Intensity Classification in Daily Tasks Evaluation detailsRF on non-dominant wrist; 1-s windows; features + age/sex/BMI/mass; 80/20 train-test (not LOSO). Indirect calorimetry reference. Weights: not released Reported as of: 2026-11-05 | 0.39 |
Rows are ranked only within this task × dataset × metric. Protocols can differ; read each method's evaluation details before comparing. Latest reported row: 2026-11-05.
Sources on this board
Related leaderboards
Other metrics on oliveira-2026-lab-actigraph
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, oliveira-2026-lab-actigraph mae_kcal_per_min leaderboard: energy expenditure (PAEE / calorimetry), https://chatppg.com/research/leaderboards/energy-expenditure/oliveira-2026-lab-actigraph-mae-kcal-per-min (CC BY 4.0)
HTML link
Source: <a href="https://chatppg.com/research/leaderboards/energy-expenditure/oliveira-2026-lab-actigraph-mae-kcal-per-min">ChatPPG, oliveira-2026-lab-actigraph mae_kcal_per_min leaderboard: energy expenditure (PAEE / calorimetry)</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). oliveira-2026-lab-actigraph mae_kcal_per_min leaderboard: energy expenditure (PAEE / calorimetry) [Data set]. ChatPPG Research Hub. https://chatppg.com/research/leaderboards/energy-expenditure/oliveira-2026-lab-actigraph-mae-kcal-per-min
BibTeX
@misc{chatppg_energy_expenditure_oliveira_2026_lab_actigraph_mae_kcal_per_min,
author = {{ChatPPG}},
title = {{oliveira-2026-lab-actigraph mae_kcal_per_min leaderboard: energy expenditure (PAEE / calorimetry)}},
year = {2026},
month = nov,
howpublished = {\url{https://chatppg.com/research/leaderboards/energy-expenditure/oliveira-2026-lab-actigraph-mae-kcal-per-min}},
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: "oliveira-2026-lab-actigraph mae_kcal_per_min leaderboard: energy expenditure (PAEE / calorimetry)" authors: - name: "ChatPPG" url: "https://chatppg.com/research/leaderboards/energy-expenditure/oliveira-2026-lab-actigraph-mae-kcal-per-min" date-released: "2026-11-05"