Table 5 Comparison of experimental results of existing models.

From: An improved lightweight method based on EfficientNet for birdsong recognition

 

Model

Accuracy (%)

Parameter

1

SFLN(GRU)14

91.82

5.3 M

2

Inception-CSA13

92.79

1.57 M

3

(2DCNN + 3DCNN) + GRU + GRU23

90.76

3.2 M

4

LPDMR-NET24

95.78

2.9 M

6

Our model

96.04

3.36 M

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