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Audio tagging on AudioSet 1.0 (evaluation)
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43.1
mAP
CNN14
-1.204
10.298
21.8
33.302
Dec 21, 2019
mAP
AUC
d-prime
Updated 4d ago
Evaluation Results
Method
Method
Links
mAP
AUC
d-prime
CNN14
Input=Log mel spectrog...
2019.12
43.1
97.3
2.732
DeepRes
Input=Raw waveforms
2019.12
39.2
97.1
2.682
Large feature-level attention
Features=AudioSet embe...
2019.12
36.9
96.9
2.64
TAL Net
Features=AudioSet embe...
2019.12
36.2
96.5
2.554
Multi-level attention
Features=AudioSet embe...
2019.12
36
97
2.66
Single-level attention
Features=AudioSet embe...
2019.12
33.7
96.8
2.612
Google CNN
Features=AudioSet embe...
2019.12
31.4
95.9
2.452
Random guess
description=baseline
2019.12
0.5
50
0
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