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Benchmarks
Diabetic Retinopathy Classification on DR (test)
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78.3
Accuracy
AdaCBM
70.812
72.756
74.7
76.644
Aug 4, 2024
Accuracy
Updated 4d ago
Evaluation Results
Method
Method
Links
Accuracy
AdaCBM
Model category=Interpr...
2024.08
78.3
AdaCBM
Model category=Interpr...
2024.08
78.3
AdaCBM
Model category=Interpr...
2024.08
78.2
Linear CLS
Model category=Non-int...
2024.08
78
Linear-probe
Model category=Non-int...
2024.08
77.5
LaBo (10K)
Model category=Interpr...
2024.08
77.2
LaBo (10K)
Model category=Interpr...
2024.08
76
LaBo
Model category=Interpr...
2024.08
75.8
Label-free CBM
Model category=Interpr...
2024.08
75.7
LaBo
Model category=Interpr...
2024.08
75.4
LaBo (10K)
Model category=Interpr...
2024.08
74.7
LaBo
Model category=Interpr...
2024.08
74.6
Backbone FT
Model category=Non-int...
2024.08
73.7
LORA & FT
Model category=Non-int...
2024.08
71.1
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