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Heart Sound Classification on CinC 2016 (train-a)
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93.14
Accuracy
Multimodal Transformer
87.0664
88.6432
90.22
91.7968
Sep 15, 2025
Accuracy
Unweighted Average Recall (UAR)
True Positive Rate (TPR)
True Negative Rate (TNR)
F1 Score
Updated 23d ago
Evaluation Results
Method
Method
Links
Accuracy
Unweighted Average Recall (UAR)
True Positive Rate (TPR)
True Negative Rate (TNR)
F1 Score
Multimodal Transformer
Features=Raw Signal
2025.09
93.14
92.21
94.35
90.1
95.12
RNN
Features=Raw Signal
2025.09
91.6
91.55
92
91.1
91.5
CNN
Features=Spectrogram
2025.09
91.25
84.17
98.33
70
94.4
CNN-SVM
Features=Raw Signal
2025.09
87.3
87.4
90.3
84.5
87.4
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