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Benchmarks
Ternary Chronic Classification on ICBHI 2017 (train-val)
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100
Specificity
Lightweight CNN
55.28
66.89
78.5
90.11
Sep 8, 2020
Specificity
Accuracy
Sensitivity
ICBHI Score
Updated 4d ago
Evaluation Results
Method
Method
Links
Specificity
Accuracy
Sensitivity
ICBHI Score
Lightweight CNN
Processing=Hybrid Scal...
2020.09
100
99
99
99.5
CNN
Processing=Mel-spectro...
2020.09
99
99
98.5
98.8
CNN-MaE
Processing=Gammatone S...
2020.09
86
-
96
91
LSTM
Processing=MFCC [38]
2020.09
82
98
98
90
CNN
Processing=MFCC [38]
2020.09
76
82
89
83
Ensemble
Processing=Gammatone S...
2020.09
71
-
95
83
C-RNN
Processing=Gammatone S...
2020.09
57
-
94
76
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