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Photoplethysmography Ppg Beat Detection On

Metrics

F1 score

Results

Performance results of various models on this benchmark

Paper TitleRepository
MSPTD: MultiScale Peak & Trough Detection97.5Detecting beats in the photoplethysmogram: benchmarking open-source algorithms-
AMPD: Automatic Multiscale Peak Detection97.2Detecting beats in the photoplethysmogram: benchmarking open-source algorithms-
qppg: Adapted Onset Detector96.9Detecting beats in the photoplethysmogram: benchmarking open-source algorithms-
ABD: Automatic Beat Detection96.8Detecting beats in the photoplethysmogram: benchmarking open-source algorithms-
Pulses96.6Detecting 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-
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-
PWD: Pulse Wave Delineator92.9Detecting beats in the photoplethysmogram: benchmarking open-source algorithms-
COppg: Percentile Peak Detector92.4Detecting beats in the photoplethysmogram: benchmarking open-source algorithms-
PDA: Peak Detection Algorithm92.2Detecting beats in the photoplethysmogram: benchmarking open-source algorithms-
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-
SWT: Stationary Wavelet Transform59.0Detecting beats in the photoplethysmogram: benchmarking open-source algorithms-
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Photoplethysmography Ppg Beat Detection On | SOTA | HyperAI