CAMELYON
Benchmarks
Task NameDataset NameSOTA ResultTrendResults
CAMELYON17 Center 0
86.2Classification Accuracy
18
CAMELYON16 tiles (test)
31.5Tissue Area (%)
18
Camelyon16 HIS
91.97AUC
17
Camelyon17-WILDS
96.9Avg Acc
17
Camelyon17 WILDS OOD (test)
94.6Accuracy
16
Camelyon
20.3FID
16
CAMELYON 17
58.1F1 (Weighted)
16
CAMELYON 16
66.4F1 (Weighted)
16
Camelyon17-WILDS out-of-distribution (val)
93Accuracy
16
Camelyon17-WILDS (test)
96Accuracy
16
CAMELYON-16
58.6Dice
14
Camelyon17 OOD (test)
91.46Accuracy
14
Camelyon17 ID (val)
95.4Accuracy
14
Camelyon16
96.51Precision
14
CAMELYON17-WILDS (test)
91.4Accuracy
14
Camelyon17
91.3H1 Accuracy
13
Camelyon17 OOD WILDS (test)
95.44Average Accuracy
13
Camelyon17 (test)
90.3Average Accuracy
13
CAMELYON-16 pixel-level annotations (test)
60.4Dice
12
Camelyon17 (test)
96.9Hosp0 Accuracy
12
CAMELYON 16
90.8Dice Score
12
CAMELYON16
48.58Dice Score
12
CAMELYON+ (test)
94.45Accuracy
12
CAMELYON16
0.98AUC
12
CAMELYON17 (test)
96.9AUC
11