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Benchmarks
Classification on BEANS
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75
Accuracy (bats)
VGGish
43.384
51.592
59.8
68.008
Dec 3, 2025
Accuracy (bats)
Accuracy (cbi)
Accuracy (dogs)
Accuracy (humbug)
Accuracy (wtkns)
Updated 4d ago
Evaluation Results
Method
Method
Links
Accuracy (bats)
Accuracy (cbi)
Accuracy (dogs)
Accuracy (humbug)
Accuracy (wtkns)
VGGish
2025.12
75
44.7
90.6
79.8
85.5
AVES
2025.12
73.9
57.8
94.2
81.2
87.9
BioMamba
2025.12
72.5
51.3
91.4
77
89.6
XGBoost
2025.12
70
10
82
77.1
81.1
RN152
layers=152, backbone=R...
2025.12
47.4
35.1
46.8
66.7
71.1
RN18
layers=18, backbone=Re...
2025.12
46.8
28.7
64
70.7
75.5
RN50
layers=50, backbone=Re...
2025.12
44.6
32.5
54.7
68.2
73.2
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