Table 7 Performance comparison of the DilatedSkinNet with winners of ISIC 2016–2018 challenge and some recent studies
ISIC 2016 | ISIC 2017 | ISIC 2018 | |||
|---|---|---|---|---|---|
References | JAC | References | JAC | References | JAC |
DilatedSkinNet | 0.904 | DilatedSkinNet | 0.818 | DilatedSkinNet | 0.891 |
U. Sanchez [36] | 0.843 | Yuan [37] | 0.765 | Qian [38] | 0.802 |
Yu [26] | 0.829 | Berseth [39] | 0.762 | Hao [40] | 0.799 |
Rahman [41] | 0.822 | Bi [42] | 0.760 | Ji [43] | 0.799 |
Huang [44] | 0.811 | Menegola [45] | 0.754 | Yuan [46] | 0.798 |
Xie [47] | 0.858 | Zafar [48] | 0.772 | Ali [49] | 0.735 |
Hassan [29] | 0.859 | Pour [30] | 0.782 | Lei [50] | 0.824 |
Ashraf [51] | 0.859 | Liu [33] | 0.794 | Chu [52] | 0.835 |
Tong [53] | 0.845 | Ashraf [51] | 0.800 | – | – |
– | – | Tong [53] | 0.742 | – | – |