Datasets › MMSE-HR
MMSE-HR (Multimodal Spontaneous Expression-Heart Rate dataset)
The MMSE-HR benchmark consists of a dataset of 102 videos from 40 subjects recorded at 1040x1392 raw resolution at 25fps. During the recordings, various stimuli such as videos, sounds, and smells are introduced to induce different emotional states in the subjects. The ground truth waveform for MMSE-HR is the blood pressure signal sampled at 1000Hz. The dataset contains a diverse distribution of skin colors in the Fitzpatrick scale (II=8, III=11, IV=17, V+VI=4).
Benchmarks archive 2025-07-28
All 1 leaderboard whose dataset resolves to this page shown (sort by any header). "First row" is the archive's own first row at snapshot, in the archive's row order; nothing here re-ranks and metric direction is not asserted.
| First row (archive order) | Paper | Code | ||||
|---|---|---|---|---|---|---|
| Photoplethysmography (PPG) heart rate estimation | MMSE-HR | Beam AI SDK MAE 1.72 | Real-Time Monitoring of User Stress, Heart Rate and... | — | 6 | Compare |
Papers archive 2025-07-28
5 shown of 5 papers with a leaderboard row on this dataset's benchmarks, newest first. The archive's own "papers using this dataset" list was never published, so this is the benchmark-backed subset; the archive's count for this dataset is 24. The Syntology column is from Syntology's graph (read 2026-09-24), stated per sample; it is not part of any archive number.
| Date | Samples run Syntology | |||
|---|---|---|---|---|
| Real-Time Monitoring of User Stress, Heart Rate and Heart Rate Variability on Mobile Devices | 0 | 1 | 4 Oct 2022 | not harvested |
| EfficientPhys: Enabling Simple, Fast and Accurate Camera-Based Vitals Measurement | 0 | 2 | 9 Oct 2021 | not harvested |
| Multi-Task Temporal Shift Attention Networks for On-Device Contactless Vitals Measurement | 3 | 1 | 6 Jun 2020 | ran 0 of 8 samples (8 unverified) |
| Robust Pulse Rate From Chrominance-Based rPPG | 0 | 1 | 4 Jun 2013 | not harvested |
| Advancements in Noncontact, Multiparameter Physiological Measurements Using a Webcam | 0 | 1 | 14 Oct 2010 | not harvested |
Dataset loaders archive 2025-07-28
No loader listed in the archive.
Tasks archive 2025-07-28
License archive 2025-07-28
Unknown Licence
Modalities archive 2025-07-28
Languages archive 2025-07-28
Variants archive 2025-07-28
- MMSE-HR
1 variant name, as the archive lists them.
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