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Table 4 Performance of different pooling functions

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

Metrics GMP GAP GWRP AP FAP
AT F-score 0.433 0.386 0.572 0.538 0.590
  AUC 0.797 0.883 0.923 0.909 0.923
  mAP 0.450 0.452 0.635 0.639 0.672
SED F-score 0 0.252 0.429 0.352 0.407
  AUC 0.675 0.669 0.803 0.823 0.848
  mAP 0.078 0.214 0.372 0.362 0.385
Error ER 1 2.610 1.991 1.886 1.776
rate D 1 0.896 0.780 0.844 0.823
  I 0 1.718 1.210 1.042 0.952