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