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Benchmarks
Real vs. Switch Classification on CANDOR Switch
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100
Accuracy
ResNet-50
44.568
58.959
73.35
87.741
Jun 1, 2026
Accuracy
F1 Score
Equal Error Rate (EER)
Updated 1d ago
Evaluation Results
Method
Method
Links
Accuracy
F1 Score
Equal Error Rate (EER)
ResNet-50
Modality=all-MiniLM
2026.06
100
100
0
CNN
Modality=all-MiniLM
2026.06
95.2
95
6.4
MLP
Modality=all-MiniLM
2026.06
85.7
85.8
14.9
ResNet-50
Modality=openSMILE
2026.06
69.2
72.2
35
ResNet-50
Modality=x-vector
2026.06
68.2
68.7
31.5
ResNet-50
Modality=wav2vec 2.0
2026.06
62
64.9
39.4
CNN
Modality=x-vector
2026.06
59.7
57.2
38.8
MLP
Modality=wav2vec 2.0
2026.06
58.4
55.9
40.2
CNN
Modality=openSMILE
2026.06
57.5
55.7
45
CNN
Modality=wav2vec 2.0
2026.06
55.2
43.3
47.4
MLP
Modality=x-vector
2026.06
50
0
48.5
MLP
Modality=openSMILE
2026.06
46.7
45.8
53.3
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