CAMELYON
Benchmarks
Task NameDataset NameSOTA ResultTrendResults
CAMELYON16 (test)
93.3AUC
11
CAMELYON16 held-out (test)
99.3AUC
11
CAMELYON-17 v1 (test)
69.9F1 Score
11
CAMELYON-16 v1 (test)
98F1 Score
11
Camelyon17
12.11Error Rate
11
Camelyon (OOD)
71.43Accuracy
11
Camelyon17-WILDS (val)
97.8Accuracy
11
Camelyon16
85.17Accuracy
10
Camelyon WILDS 17
99.6ID Accuracy
10
Camelyon17 (test)
94.7Accuracy
10
Camelyon16 RCC source official (test)
92.6AUC
10
Camelyon16 NSCLC source official (test)
95.2AUC
10
Camelyon 17
89.19Accuracy
9
Camelyon17 (target domain)
91.7Accuracy
9
Camelyon17 (test)
94.93Accuracy
9
Camelyon17 d=2048
0.021Time to reach gap_r <= 0.1 (seconds)
8
Camelyon16
73.2Dice Coefficient
8
Camelyon 17 (test)
0.972H1 Accuracy
8
CAMELYON16 (20% val)
98.8Accuracy
8
Camelyon16 (test)
95.77Balanced Accuracy
8
Camelyon16 1.0 (test)
93.18Balanced Acc
8
Camelyon17-WILDS (test)
96.85Center 1 Accuracy
8
Camelyon VTAB 1k (test)
88.1Accuracy
8
Camelyon17
81.3AGA
7
Camelyon WILDS 17
93.24Accuracy
7