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Benchmarks
Audio Classification on CREMA-D (test)
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45.06
Accuracy
MUKA
17.4376
24.6088
31.78
38.9512
Feb 2, 2024
Jun 5, 2024
Oct 7, 2024
Feb 8, 2025
Jun 12, 2025
Oct 14, 2025
Feb 15, 2026
Accuracy
Updated 4d ago
Evaluation Results
Method
Method
Links
Accuracy
MUKA
Training Approach=Trai...
2026.02
45.06
Linear Probing
Training Approach=Trai...
2026.02
40.18
PaLM
Training Approach=Trai...
2026.02
34.59
CoOp
Training Approach=Trai...
2026.02
33.62
CoCoOp
Training Approach=Trai...
2026.02
30.18
Audio Flamingo
zero-shot=true
2024.02
26.5
Zero-Shot
Training Approach=Trai...
2026.02
23.1
Treff-Adapter
Training Approach=Trai...
2026.02
20.46
Deshmukh et al., 2023
zero-shot=true
2024.02
18.5
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