HyperAI

Photoplethysmography Ppg Beat Detection On

Metrics

F1 score

Results

Performance results of various models on this benchmark

Model Name
F1 score
Paper TitleRepository
WFD: Wavelet Foot Delineation86.5Detecting beats in the photoplethysmogram: benchmarking open-source algorithms
ATM: Adaptive Threshold Method71.1Detecting beats in the photoplethysmogram: benchmarking open-source algorithms
MSPTD: MultiScale Peak & Trough Detection97.5Detecting beats in the photoplethysmogram: benchmarking open-source algorithms
Pulses96.6Detecting beats in the photoplethysmogram: benchmarking open-source algorithms
qppg: Adapted Onset Detector96.9Detecting beats in the photoplethysmogram: benchmarking open-source algorithms
AMPD: Automatic Multiscale Peak Detection97.2Detecting beats in the photoplethysmogram: benchmarking open-source algorithms
PWD: Pulse Wave Delineator92.9Detecting beats in the photoplethysmogram: benchmarking open-source algorithms
ERMA: EventRelated Moving Averages93.6Detecting beats in the photoplethysmogram: benchmarking open-source algorithms
IMS: Incremental Merge Segmentation93.6Detecting beats in the photoplethysmogram: benchmarking open-source algorithms
PDA: Peak Detection Algorithm92.2Detecting beats in the photoplethysmogram: benchmarking open-source algorithms
ABD: Automatic Beat Detection96.8Detecting beats in the photoplethysmogram: benchmarking open-source algorithms
HeartPy95.6Detecting beats in the photoplethysmogram: benchmarking open-source algorithms
SPAR: Symmetric Projection Attractor Reconstruction95.3Detecting beats in the photoplethysmogram: benchmarking open-source algorithms
SWT: Stationary Wavelet Transform59.0Detecting beats in the photoplethysmogram: benchmarking open-source algorithms
COppg: Percentile Peak Detector92.4Detecting beats in the photoplethysmogram: benchmarking open-source algorithms
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