Skip to main content

Table 1 Pretrained deep models description: following a yearly sequence

From: A multilevel features selection framework for skin lesion classification

ModelYearSourceTop-1 accuracy (ImagNet) (%)
AlexNet2012 [45]BVLC57.1
VGG162014 [46]Oxford70.5
VGG192014 [46]Oxford71.3
Inception V12015 [47]Google67.9
SqueezeNet2016 [48]DeepScale59.5
ResNet 502016 [49]MSR75.3
ResNet 1012016 [49]MSR76.4
DenseNet2012016 [50]77.0
Inception V22016 [51]Google72.2
Inception V32016 [51]Google76.9
Inception V42017 [52]Google80.2
InceptionResNet V22017 [52]Google79.79