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Medical Image Classification on Camelyon17 OOD WILDS (test)
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95.44
Average Accuracy
self-supervised Vision Transformer
58.0624
67.7662
77.47
87.1738
Aug 30, 2023
Oct 20, 2023
Dec 10, 2023
Jan 31, 2024
Mar 22, 2024
May 12, 2024
Jul 3, 2024
Average Accuracy
Updated 4d ago
Evaluation Results
Method
Method
Links
Average Accuracy
self-supervised Vision Transformer
Classifier=DenseNet-121
2024.07
95.44
ContriMix
Classifier=DenseNet-121
2024.07
94.6
MBDG
Classifier=DenseNet-121
2024.07
93.3
ERM with targeted augmentation
Classifier=DenseNet-121
2024.07
92.1
LISA
Classifier=DenseNet-121
2024.07
77.1
FISH + SDG
Base Algorithm=FISH, O...
2023.08
76.2
CORAL + SDG
Base Algorithm=CORAL,...
2023.08
75.2
FISH
Base Algorithm=FISH, O...
2023.08
74.7
CORAL + AND-MASK
Base Algorithm=CORAL,...
2023.08
70.8
ERM
Classifier=DenseNet-121
2024.07
70.8
ERM
Base Algorithm=ERM
2023.08
70.3
CORAL + SAND-MASK
Base Algorithm=CORAL,...
2023.08
64.7
CORAL
Base Algorithm=CORAL,...
2023.08
59.5
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