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Benchmarks
Environmental Sound Classification on ESC-50 (10-fold cross-validation)
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96.1
Accuracy
ERANN-2-5
74.052
79.776
85.5
91.224
Jun 3, 2021
Accuracy
Updated 3mo ago
Evaluation Results
Method
Method
Links
Accuracy
ERANN-2-5
e2e=false, Params=37.9...
2021.06
96.1
AST
e2e=false, Params=87.3...
2021.06
95.6
ESResNeXt
e2e=false, Params=30.1...
2021.06
95.2
CNN14
e2e=false, Params=79.8...
2021.06
94.7
AemNet-DW
e2e=true, Params=0.9 x...
2021.06
92.3
ESResNet
e2e=false, Params=30.6...
2021.06
91.5
ERANN-1-3
e2e=false, Params=13.6...
2021.06
89.2
AST
e2e=false, Params=87.3...
2021.06
88.7
ERANN-2-5
e2e=false, Params=37.9...
2021.06
87.9
CNN14
e2e=false, Params=79.8...
2021.06
83.3
ESResNet
e2e=false, Params=30.6...
2021.06
83.2
EnvNet-v2
e2e=true, Params=101.3...
2021.06
81.8
AemNet-DW
e2e=true, Params=0.9 x...
2021.06
74.9
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