Table 4 Performance results of audio tagging subtask
From: Improved capsule routing for weakly labeled sound event detection
Method | F-score | Precision | Recall |
|---|---|---|---|
Capsnets-RNN | 61.1% | 53.9% | 70.4% |
Capsnets-RNN (conventional routing) | 61.5% | 54.2% | 71.1% |
Capsnets-RNN (single) | 55.2% | 52.3% | 62% |
GCCaps | 58.6% | 59.2% | 57.9% |
GCRNN | 57.3% | 53.6% | 59.6% |
GCNN | 57.2% | 59.0% | 57.2% |