MAHNOB-HCI is a classic multimodal emotion corpus with face video and synchronized physiology, widely used as a remote heart-rate benchmark. Access is through the MAHNOB portal under an academic-research EULA.
- License
MAHNOB EULA — academic research; commercial/gov/military prohibited (portal EULA)
- Type
- Dataset
- DOI
- Not reported
- Licence
- MAHNOB EULA — academic research; commercial/gov/military prohibited (portal EULA)
- Access
- Gated / on request
- Subjects
- 30
- PPG sites
- Not reported
- Setting
- Not reported
- Wrist
- Not reported
- Raw waveforms
- Not reported
- Tasks
- Not reported
- Updated
- Oct 24, 2026

Key numbers
How it works
No model in the hub reports results on this dataset yet.
- Reference labels
- hr, emotion
Models trained or evaluated on it
FAQ
How many subjects are in MAHNOB-HCI?
MAHNOB-HCI has data from 30 subjects, as listed in its research record.
What signals does MAHNOB-HCI include?
MAHNOB-HCI includes video, ECG, PPG, EEG and respiration data.
How do I get MAHNOB-HCI, and what is its licence?
It is available from https://mahnob-db.eu/. Access is controlled by the host (for example registration, credentialing or a data use agreement), so check the source page for the steps. Licence: MAHNOB EULA — academic research; commercial/gov/military prohibited (portal EULA).
Cite
No citation metadata yet.
Cite the ChatPPG record
Cite the dated snapshot 2026-10 for a fixed, reproducible version. Please also cite the original publications listed above.
APA
ChatPPG. (2026). MAHNOB-HCI: dataset record (Version 2026-10) [Data set]. ChatPPG Research Hub. https://chatppg.com/research/datasets/mahnob-hci
BibTeX
@misc{chatppg_dataset_mahnob_hci,
author = {{ChatPPG}},
title = {{MAHNOB-HCI: dataset record}},
year = {2026},
month = oct,
version = {2026-10},
howpublished = {\url{https://chatppg.com/research/datasets/mahnob-hci}},
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: "MAHNOB-HCI: dataset record" authors: - name: "ChatPPG" url: "https://chatppg.com/research/datasets/mahnob-hci" repository-artifact: "https://chatppg.com/research/snapshots/2026-10" version: "2026-10" date-released: "2026-10-24"
History
Record updated
Papers
Models
Datasets
ECSMPSame task: StressEmotion, Cognition, Sleep Multimodal Physiological Signals89 subjects · PPG · ECG · IMU- K-EmoConSame task: Stressmultimodal emotion in naturalistic debates (n=32, Empatica E4)32 subjects · PPG · ECG · IMU
WESADSame task: StressWearable Stress and Affect Detection15 subjects · PPG · ECG · IMU
