CAMELYON
Benchmarks
Task NameDataset NameSOTA ResultTrendResults
Camelyon Hosp. 17
95.3NA
5
Camelyon17 WILDS OOD
83.26Accuracy
5
Camelyon17-WILDS In-Distribution
95.59Accuracy
5
Camelyon16 (RAD)
0.002RDR
5
CAMELYON16
76Top-1 Acc
5
CAMELYON17-WILDS (val)
86.3Accuracy
5
Camelyon17
74.01AUROC
4
Camelyon Hospital 5 17 (test)
16.08Error Rate
4
CAMELYON16 10 WSI (test)
72.42IoU
4
Camelyon17 OOD (test)
74.1Accuracy
4
Camelyon17 OOD (val)
89.9Accuracy
4
Camelyon17 ID (val)
95.4Accuracy
4
Camelyon17 OOD WILDS (test)
91.6Top-1 Acc
4
Camelyon17 (test)
97.5Domain 1 Accuracy
4
Camelyon16 (test)
95.3Attention AUC
3
Camelyon
98.7AUC
3
CAMELYON16
81.42Accuracy
3
CAMELYON16
73Top-1 Acc
1
Camelyon17 (test)
—Primary metric
0