CAMELYON
Benchmarks
Task NameDataset NameSOTA 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