Model

Acc

Pre

Rec

F1

Params

Model size

Time of one epoch

Time of inference

ResNet-34

0.9935

0.9850

0.9847

0.9849

21.2975M

85.34M

54.64s

0.0066s

VGG-16

0.9910

0.9767

0.9760

0.9762

134.3630M

537.47M

86.48s

0.0071s

LMDNet

0.9804

0.9361

0.9397

0.9375

0.0963M

0.45M

36.46s

0.0051s

KD-LMDNet

0.9925

0.9814

0.9801

0.9799

0.0963M

0.45M

54.81s

0.0051s