Medical Image Classification
Benchmarks
DatasetSOTA methodMetricTrendResultsLast updated
99.61Top-1 Accuracy
34
Mar 26, 2026
79.05Accuracy
33
Feb 26, 2026
82.2Accuracy
33
Feb 26, 2026
58.8Accuracy
32
May 27, 2026
82.74Accuracy
31
Feb 26, 2026
94.3AUC
30
Jun 4, 2026
70.48Accuracy
30
Feb 26, 2026
72.16Performance
30
Feb 26, 2026
76.64Accuracy
30
Feb 26, 2026
82.4Accuracy
30
Feb 26, 2026
88.5Accuracy
29
Feb 26, 2026
98.33Accuracy
28
Feb 26, 2026
86.21Accuracy
28
Feb 26, 2026
87.26Accuracy
28
May 27, 2026
81.73Balanced Accuracy
27
Feb 26, 2026
81.21Balanced Accuracy
27
Feb 26, 2026
79.44BAcc
27
Feb 26, 2026
69.63Balanced Accuracy
27
Feb 26, 2026
85.92Balanced Accuracy
27
Feb 26, 2026
2.06ECE
26
Mar 25, 2026
1.77ECE (Expected Calibration Error)
26
Mar 25, 2026
82.44Accuracy
26
Jun 23, 2026
79.57Accuracy
26
Feb 26, 2026
79.12Accuracy
26
Feb 26, 2026
69.04Overall F1 Score
24
May 7, 2026