CAMELYON
Benchmarks
TaskDatasetSOTA resultTrendResults
CAMELYON16
0.996AUC
78
Camelyon16 (test)
98.87AUC
69
Camelyon16 (test)
98.7AUC
65
Camelyon17
96.5Accuracy
58
Camelyon
15FID
54
Camelyon16
0.911Mean AUC
50
Camelyon16
93.7AUC
44
CAMELYON-16
95.49Accuracy
42
Camelyon16
97.92AUC
39
Camelyon 17
74.01AUROC
36
CAMELYON17
87.2Accuracy
36
CAMELYON Few-shot
89.7Accuracy
36
Camelyon 17
89.99F1 Score
34
CAMELYON17 (test)
91.4AUC
33
Camelyon17 r* > 0.67 (test)
92.4Coverage
30
Camelyon17 (0.33 < r* ≤ 0.67) (test)
88.2Coverage
30
Camelyon (r* ≤ 0.33) 17 (test)
91.1Coverage
30
Camelyon17 Marginal (test)
91.2Coverage
30
Camelyon 16 (test)
88.5FROC
30
CAMELYON16 (test)
93.02Avg Acc
28
Camelyon16
94.25AUC
27
Camelyon17-WILDS (test)
0.984AUC
26
Camelyon17-WILDS (val)
98.04AUC
26
CAMELYON16 (cross-TSI)
0.993AUC
24
CAMELYON16 (within-TSI)
0.994AUC
24