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Table 5 Performance results of sound event detection subtask

From: Improved capsule routing for weakly labeled sound event detection

Method

F-score

Precision

Recall

Error rate

Capsnets-RNN

50.5%

60.4%

43.4%

0.74

Capsnets-RNN (conventional routing)

49.9%

60.1%

42.7%

0.73

Capsnets-RNN (single)

49.5%

59.7%

42.3%

0.79

GCCaps

46.3%

58.3%

38.4%

0.76

GCRNN

43.3%

57.9%

34.8%

0.79

GCNN

37.5%

46.6%

31.1%

0.88