ISIC
Benchmarks
TaskDatasetSOTA resultTrendResults
ISIC 2018
94.2Dice Score
193
ISIC 2018 (test)
92.3Dice Score
143
ISIC 2017 (test)
91.4Dice Score
134
ISIC 2018
95.6Dice Coefficient
119
ISIC
94.8DICE
114
ISIC 2017
98.7Dice Score
102
ISIC 2018 (test)
95.11Dice Score
83
ISIC Ink Artefacts (Similar)
85.68AUROC
70
ISIC 2017
85.55mIoU
60
ISIC (test)
2,341mIoU
59
ISIC
84.93Accuracy
56
ISIC
83.93F1 Score
55
ISIC (test)
0.865IoU
55
ISIC 2018
73.6mIoU
51
ISIC 2017 (test)
90.07Dice
50
ISIC 2016
96.28Dice Score (D)
49
ISIC BSCD-FSL
62.27Average Accuracy
45
ISIC 2017
93.7Dice Score
43
ISIC
79.76Accuracy
43
ISIC 2019 (test)
44.7Macro F1
43
ISIC Colour Chart Artefacts, Synth Dissimilar
94.48AUROC
40
ISIC Colour Chart Artefacts, Similar
97AUROC
40
ISIC Colour Chart Artefacts Synth Similar
0.975AUROC
40
ISIC Colour Chart Artefacts (Dissimilar)
0.955AUROC
40
ISIC Ink Artefacts (Dissimilar)
74.97AUROC
40