Table. 2 Performance of ResNet family models in F1-score percentage using all sites and species.
From: A dataset for benchmarking Neotropical anuran calls identification in passive acoustic monitoring
Macro F1-score (%) ↑ | |||
---|---|---|---|
ResNet18 | ResNet50 | ResNet152 | |
Frequent | 61.6 | 62.3 | 68.4 |
Common | 52.0 | 53.9 | 56.8 |
Rare | 14.8 | 9.9 | 15.7 |
All | 34.9 | 33.2 | 37.8 |