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SotA/Medical/ECG Classification/MIMIC PERform Testing Dataset

ECG Classification on MIMIC PERform Testing Dataset

Metric: F1 score (higher is better)

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#Model↕F1 score▼Extra DataPaperDate↕Code
1MSPTD: MultiScale Peak & Trough Detection97.5No--Code
2AMPD: Automatic Multiscale Peak Detection97.2No--Code
3qppg: Adapted Onset Detector96.9No--Code
4ABD: Automatic Beat Detection96.8No--Code
5Pulses96.6No--Code
6HeartPy95.6No--Code
7SPAR: Symmetric Projection Attractor Reconstruction95.3No--Code
8ERMA: EventRelated Moving Averages93.6No--Code
9IMS: Incremental Merge Segmentation93.6No--Code
10PWD: Pulse Wave Delineator92.9No--Code
11COppg: Percentile Peak Detector92.4No--Code
12PDA: Peak Detection Algorithm92.2No--Code
13WFD: Wavelet Foot Delineation86.5No--Code
14ATM: Adaptive Threshold Method71.1No--Code
15SWT: Stationary Wavelet Transform59No--Code