Model

Acc

Pre

Rec

F1

Params

Model size

Time of one epoch

Time of inference

ResNet-34

0.9666

0.9566

0.9428

0.9495

21.2862M

85.30M

49.03s

0.0443s

VGG-16

0.9797

0.9756

0.9609

0.9681

134.2728M

537.11M

89.75s

0.0059s

LMDNet

0.9579

0.9396

0.9333

0.9363

0.0867M

0.40M

35.39s

0.0037s

KD-LMDNet

0.9620

0.9421

0.9439

0.9429

0.0867M

0.40M

58.72s

0.0037s