From: Automatic recognition of micronucleus by combining attention mechanism and AlexNet
Method | AP | F1 | AUC |
---|---|---|---|
MobileNet [24] | 0.589 | 0.504 | 0.931 |
VGG-16 [19] | 0.868 | 0.803 | 0.989 |
VGG-Att | 0.948 | 0.786 | 0.994 |
GoogLeNet [17] | 0.871 | 0.780 | 0.988 |
GoogLeNet-Att | 0.875 | 0.810 | 0.988 |
ResNet [18] | 0.912 | 0.804 | 0.989 |
ResNet-Att | 0.920 | 0.877 | 0.993 |
AlexNet [16] | 0.824 | 0.749 | 0.984 |
Alex-light | 0.875 | 0.800 | 0.990 |
MSA-Net [25] | 0.919 | 0.808 | 0.989 |
Alex-CA | 0.883 | 0.809 | 0.991 |
Our method-CE | 0.818 | 0.548 | 0.985 |
Our method | 0.932 | 0.811 | 0.995 |