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Benchmarks
Heart Sound Classification on CinC 2016
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92.48
UAR
Wav2Vec 2.0-based classifier
84.784
86.782
88.78
90.778
Sep 15, 2025
UAR
Accuracy
TPR
TNR
F1 Score
Updated 23d ago
Evaluation Results
Method
Method
Links
UAR
Accuracy
TPR
TNR
F1 Score
Wav2Vec 2.0-based classifier
Features=Raw Signal
2025.09
92.48
92.98
93.63
92.48
94.93
PANNs
Features=Mel-Spectrogram
2025.09
89.7
-
88.6
96.9
79.1
YAMNet
Features=Mel-Spectrogram
2025.09
88.31
93.1
80.24
96.38
82.53
Deep CNN
Features=Time-domain p...
2025.09
85.16
85.16
85.16
85.16
-
Dense-FSNet with attention
Features=Spectrogram-i...
2025.09
85.08
86.2
-
-
84.09
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