EURASIP Journal on Audio, Speech, and Music Processing

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

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