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Benchmarks
Real vs. Switch Classification on LibriSpeech Switch
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100
Accuracy
MLP
81.592
86.371
91.15
95.929
Jun 1, 2026
Accuracy
F1 Score
EER
Updated 1d ago
Evaluation Results
Method
Method
Links
Accuracy
F1 Score
EER
MLP
Modality=wav2vec 2.0
2026.06
100
100
0
ResNet-50
Modality=x-vector
2026.06
100
100
0
CNN
Modality=x-vector
2026.06
100
100
0
MLP
Modality=x-vector
2026.06
100
100
0
MLP
Modality=all-MiniLM
2026.06
100
100
0
ResNet-50
Modality=all-MiniLM
2026.06
99.8
99.8
0.4
CNN
Modality=all-MiniLM
2026.06
99.4
99.4
0.4
MLP
Modality=openSMILE
2026.06
97.5
97.4
0
ResNet-50
Modality=openSMILE
2026.06
90.8
90.4
8.3
ResNet-50
Modality=wav2vec 2.0
2026.06
90.4
90.4
9.2
CNN
Modality=openSMILE
2026.06
84.2
83.2
15
CNN
Modality=wav2vec 2.0
2026.06
82.3
82
16.9
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