WSI Classification
Benchmarks
Dataset NameSOTA methodMetricTrendResultsLast Updated
92.8Balanced Acc
98
Feb 26, 2026
96.53Accuracy
67
Feb 26, 2026
0.971Mean AUC
59
Jun 11, 2026
88.4Accuracy
54
May 4, 2026
79.36Accuracy
54
Feb 26, 2026
0.886Mean AUC
54
Jun 23, 2026
93Accuracy
53
Mar 4, 2026
0.911Mean AUC
50
Mar 24, 2026
87.2Accuracy
36
May 4, 2026
91.4AUC
33
Feb 26, 2026
78.6Accuracy
32
May 19, 2026
92.7Accuracy
28
May 19, 2026
93.02Avg Acc
28
Feb 26, 2026
58Top-1 Macro F1
23
Feb 26, 2026
74Top-1 Macro F1
23
Feb 26, 2026
64Top-1 Macro Avg F1
23
Feb 26, 2026
66Top-1 Macro F1
23
Feb 26, 2026
0.67Top-1 Macro F1
23
Feb 26, 2026
0.74Top-1 Macro F1
23
Feb 26, 2026
0.66Top-1 Macro Avg F1
23
Feb 26, 2026
0.953Instance AUC
19
Feb 26, 2026
0.906Instance AUC (ccRCC)
19
Feb 26, 2026
95.8Accuracy
18
May 4, 2026
94.66Accuracy
18
Feb 26, 2026
96.51Precision
14
Feb 26, 2026