Diagnosis
Benchmarks
DatasetSOTA methodMetricTrendResultsLast updated
91.31Macro F1
26
Apr 2, 2026
96.31AUC
26
Mar 4, 2026
94Derm1M Score
21
Feb 26, 2026
90.3Accuracy (4-class)
21
Feb 26, 2026
77.31Accuracy
14
Apr 24, 2026
89.8Accuracy
14
Feb 26, 2026
77.74Accuracy
14
Feb 26, 2026
75.4AUC
13
Jun 25, 2026
84.4AUC
13
Jun 25, 2026
83.3Overall Accuracy
11
Jun 2, 2026
94.5A-Score
11
Apr 20, 2026
84.96Accuracy
11
Feb 26, 2026
78.01Top-1 Accuracy
10
Jun 16, 2026
76.6Top-1 Accuracy
10
Jun 16, 2026
74.47Top-1 Accuracy
10
Jun 16, 2026
26.2PSNR
10
Apr 15, 2026
80.7Accuracy
10
Feb 26, 2026
86.96Accuracy
10
Feb 26, 2026
84.42Acc
9
Feb 26, 2026
84.93Accuracy
9
Feb 26, 2026
85.59Accuracy
9
Feb 26, 2026
0.876Accuracy
9
Feb 26, 2026
82.06Top-1 Accuracy
7
Jun 16, 2026
36.36Top-1 Accuracy
7
Mar 6, 2026
75WSI-P
7
Feb 26, 2026