CAMELYON
Benchmarks
Task NameDataset NameSOTA ResultTrendResults
CAMELYON17 Center 2
71.7PxAP
24
CAMELYON17 Center 1
79.7PxAP
24
CAMELYON17 Center 0
76.2PxAP
24
CAMELYON 17
68.9F1 Score
24
CAMELYON-16
96.5F1 Score
24
Camelyon Institution Shift 17
0.748R2 Score
23
CAMELYON16
0.74Macro F1 Score
23
CAMELYON16 (test)
77Macro F1
23
CAMELYON16
74Top-1 Macro F1
23
CAMELYON16 (Public)
78MV@3 Accuracy
23
CAMELYON 17 (test)
80.6F1 Score
22
CAMELYON17 (test)
50.5NLL
22
Camelyon16 (test)
0.968AUC
22
Camelyon
70.6Accuracy
20
Camelyon (test)
78.4Accuracy
20
Camelyon16 abnormal detection
99.6AUC
20
Camelyon17
93.1Accuracy
19
Camelyon 17 (test)
92.3Accuracy
19
CAMELYON16 binary (test)
0.953Instance AUC
19
Fed-Camelyon (Round 5)
97.29Accuracy
19
CAMELYON16 (CAM16)
95.8Accuracy
18
CAMELYON17 Center 4
74.5CL Score
18
CAMELYON Center 4 17
34.5PxAP
18
CAMELYON17 Center 3
80.6CL Score
18
CAMELYON17 Center 2
79.2CL
18