ISIC
Benchmarks
Task NameDataset NameSOTA ResultTrendResults
ISIC 2019
78.3Precision
24
ISIC
55.73mIoU (1-shot)
23
ISIC 2016
92.9Dice Score
23
ISIC 1-shot 2018
68.8mIoU
22
ISIC Target Dataset, PASCAL VOC Source
55.26mIoU
22
ISIC 2019
88.7B-ACC
20
ISIC 2017
82.1Dice Score
19
ISIC
76.4Accuracy (Few-shot)
19
ISIC 2017
1.74NoC @ 80%
18
ISIC 2020
0.933AUC
18
ISIC 2018 (test)
92.05DSC
18
ISIC 25 samples 2018 (train)
81.72Dice Score
16
ISIC 5 samples 2018 (train)
73.02DICE (%)
16
ISIC 2020
95Accuracy
16
ISIC 2019 (test)
86.11Accuracy
16
ISIC 2018 (test)
74.74Sensitivity
16
ISIC 2018
0.904DSC
16
ISIC 2019
25.33SCS Score
15
ISIC
92.7AP
15
ISIC18
91.56Dice Coefficient
15
ISIC
60.03Accuracy
14
ISIC
42.2Accuracy
14
ISIC (10%)
81.8Dice
14
ISIC (3%)
0.798Dice Coefficient
14
ISIC (test)
97.23Top-1 Accuracy
13