CAMELYON
Benchmarks
Task NameDataset NameSOTA ResultTrendResults
Camelyon17-WILDS 1.0 (test)
0.957Test Accuracy
7
Camelyon 17 (Sample Images)
15.82Sample Image Score (Img1)
7
Camelyon16 (Sample Images)
1.55Score Img1
7
CAMELYON16 (test)
52.5Dice
7
CAMELYON (test)
96.1Accuracy
7
CAMELYON
87.24F1 Score
7
CAMELYON16 (5-fold CV)
79.61Macro-F1
7
CAMELYON16
0.964AUC
7
Camelyon16 (val)
99.3FROC
7
Camelyon16
90.55AUC
6
CAMELYON17 center-wise Center 4 (test)
92.9CL Score
6
CAMELYON center-wise Center 4 17 (test)
82PxAP
6
CAMELYON17 center-wise Center 3 (test)
94.4CL Score
6
CAMELYON17 center-wise Center 3 (test)
85.1PxAP
6
CAMELYON17 center-wise Center 2 (test)
89.1CL Score
6
CAMELYON17 center-wise (Center 1) (test)
95.3CL Score
6
CAMELYON17 center-wise Center 0 (test)
93.5CL
6
Camelyon17 stream
58Ctot
6
CAMELYON-16
54.63Success Rate
6
Camelyon WILDS 17 (train)
6.2FID
6
Camelyon17-WILDS (train)
46.7PSNR
6
CAMELYON17-WILDS OOD (val)
94.16Accuracy
6
Camelyon17-WILDS
5.47MAE (%)
6
Camelyon16
69.3Image-level AU-ROC
6
Camelyon17 (unseen domains)
90.9H1 Accuracy
5