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 |