Medical Image Classification
Benchmarks
Dataset NameSOTA methodMetricTrendResultsLast Updated
20.38AdaECE
7
Apr 10, 2026
88.5Accuracy
7
Apr 1, 2026
0.952AUC
7
Mar 12, 2026
0.979AUC
7
Mar 12, 2026
0.438Set Accuracy
7
Feb 26, 2026
53.7Accuracy
7
Feb 26, 2026
70.9Accuracy
7
Feb 26, 2026
87.1Accuracy (HAM10000)
7
Feb 26, 2026
90.1Pneumonia Classification Score
7
Feb 26, 2026
0.956ID Score
7
Feb 26, 2026
96.7ID Performance
7
Feb 26, 2026
0.944Global Accuracy
7
Feb 26, 2026
72.37Accuracy
7
Feb 26, 2026
58.5Accuracy
7
Feb 26, 2026
96.34ResNet Accuracy
7
Feb 26, 2026
83ResNet Accuracy
7
Feb 26, 2026
94.15Accuracy (alpha=0.6)
6
Jul 7, 2026
11.39PP
6
Jun 19, 2026
7.82Avg Delta Sep10 (%)
6
May 20, 2026
1.59S+ Metric
6
May 20, 2026
1.3S+ Metric Value
6
May 20, 2026
1.35Separation Metric |S+|
6
May 20, 2026
35.02Avg ∆Sep10
6
May 20, 2026
2.69Separation Metric |S+|
6
May 20, 2026
2.42Separation Measure |S+|
6
May 20, 2026