WSI Classification
Benchmarks
DatasetSOTA methodMetricTrendResultsLast updated
70.97F1 Score
9
May 19, 2026
71.42F1 Score
9
May 19, 2026
98.8Accuracy
8
Feb 26, 2026
95.7Accuracy
8
Feb 26, 2026
80.9Balanced Accuracy
7
Feb 26, 2026
89.2Balanced Accuracy
7
Feb 26, 2026
0.707Balanced Accuracy
7
Feb 26, 2026
93.4Balanced Acc
7
Feb 26, 2026
91.1Balanced Accuracy
7
Feb 26, 2026
97.4Balanced Accuracy
7
Feb 26, 2026
0.599Balanced Accuracy
7
Feb 26, 2026
91.75F1 Score
7
Feb 26, 2026
87.24F1 Score
7
Feb 26, 2026
0.871Accuracy
7
Feb 26, 2026
0.958AUC
7
Feb 26, 2026
95.4Accuracy
6
Feb 26, 2026
93.9Accuracy
6
Feb 26, 2026
0.724AUC (EGFR)
5
Feb 26, 2026
84.18AUC
5
Feb 26, 2026
0.967AUC
3
Jun 23, 2026
0.938AUC
3
Jun 23, 2026
0.981AUC
3
Jun 23, 2026