Table 3 Performance of model fusion with different combinations in SkinFLNet.
| Â | WP | WR | WF | WS | WSP |
|---|---|---|---|---|---|
InceptionResNetV2 + InceptionV3 | 0.85 | 0.82 | 0.82 | 0.82 | 0.93 |
InceptionResNetV2 + ResNet50 | 0.85 | 0.82 | 0.82 | 0.82 | 0.93 |
InceptionResNetV2 + VGG16 | 0.82 | 0.80 | 0.80 | 0.80 | 0.91 |
InceptionResNetV2 + VGG19 | 0.84 | 0.79 | 0.79 | 0.79 | 0.93 |
InceptionResNetV2 + MobileNet | 0.84 | 0.83 | 0.83 | 0.83 | 0.93 |
InceptionResNetV2 + MobileNetV2 | 0.84 | 0.80 | 0.80 | 0.80 | 0.93 |
InceptionV3 + Res50 | 0.85 | 0.82 | 0.82 | 0.82 | 0.93 |
InceptionV3 + VGG16 | 0.84 | 0.82 | 0.82 | 0.82 | 0.93 |
InceptionV3 + VGG19 | 0.85 | 0.79 | 0.79 | 0.79 | 0.94 |
InceptionV3 + MobileNet | 0.84 | 0.81 | 0.81 | 0.81 | 0.93 |
InceptionV3 + MobileNetV2 | 0.85 | 0.80 | 0.80 | 0.80 | 0.93 |
ResNet50 + VGG16 | 0.83 | 0.81 | 0.81 | 0.81 | 0.93 |
ResNet50 + VGG19 | 0.86 | 0.81 | 0.81 | 0.81 | 0.94 |
ResNet50 + MobileNet | 0.84 | 0.81 | 0.81 | 0.81 | 0.93 |
ResNet50 + MobileNetV2 | 0.86 | 0.82 | 0.82 | 0.82 | 0.93 |
VGG16 + VGG19 | 0.83 | 0.77 | 0.77 | 0.77 | 0.94 |
VGG16 + MobileNet | 0.84 | 0.80 | 0.80 | 0.80 | 0.93 |
VGG16 + MobileNetV2 | 0.84 | 0.80 | 0.80 | 0.80 | 0.93 |
VGG19 + MobileNet | 0.85 | 0.79 | 0.79 | 0.79 | 0.94 |
VGG19 + MobileNetV2 | 0.85 | 0.78 | 0.78 | 0.78 | 0.94 |
MobileNet + MobileNetV2 | 0.85 | 0.78 | 0.78 | 0.78 | 0.94 |