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 |