Skin lesion classification
Benchmarks
DatasetSOTA methodMetricTrendResultsLast updated
93.32Accuracy
83
Feb 26, 2026
66.3Balanced Accuracy
32
May 22, 2026
63.2Balanced Accuracy
32
May 22, 2026
97.7AUC
30
May 12, 2026
81.16Accuracy
28
Feb 26, 2026
75.82Accuracy
28
Feb 26, 2026
64.15Accuracy
28
Feb 26, 2026
93.95Accuracy
27
Feb 26, 2026
88.34Accuracy
22
Jun 17, 2026
88.7B-ACC
20
May 22, 2026
83.64Mean Metric
17
Mar 13, 2026
89.27Metric M1
17
Mar 13, 2026
84.59Mean Classification Score
17
Mar 13, 2026
88.41Accuracy
17
Mar 13, 2026
0.879Accuracy
17
Feb 26, 2026
86.11Accuracy
16
Mar 18, 2026
2.2Expected Calibration Error (ECE)
15
Apr 30, 2026
85B-ACC
12
Mar 24, 2026
84.11Avg ROC-AUC
12
Feb 26, 2026
0.919ROC AUC
12
Feb 26, 2026
88.13ROC AUC
12
Feb 26, 2026
0.74ROC AUC
12
Feb 26, 2026
0.837ROC AUC
12
Feb 26, 2026
91.364Accuracy
11
Jun 1, 2026
0.872Accuracy
11
Feb 26, 2026