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Table 5 The different upper bound setting of FAP

From: Frequency-dependent auto-pooling function for weakly supervised sound event detection

Metrics

FAP-3

FAP-5

FAP-10

AT

F-score

0.560

0.589

0.590

 

AUC

0.924

0.922

0.923

 

mAP

0.654

0.667

0.672

SED

F-score

0.429

0.412

0.407

 

AUC

0.840

0.847

0.848

 

mAP

0.385

0.384

0.385

Error

ER

2.229

1.845

1.776

Rate

D

0.772

0.821

0.823

 

I

1.457

1.024

0.952