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Benchmarks
Four-class retinal OCT classification on UCSD (5-fold cross-val)
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97.74
Accuracy
KD-OCT
86.8824
89.7012
92.52
95.3388
Dec 9, 2025
Accuracy
Sensitivity
Specificity
Updated 4d ago
Evaluation Results
Method
Method
Links
Accuracy
Sensitivity
Specificity
KD-OCT
Backbone=EfficientNet-...
2025.12
97.74
97.74
99.21
KD-OCT
Backbone=ConvNeXtV2-La...
2025.12
97.72
97.72
99.26
FPN-VGG16
Preprocess=false
2025.12
93.9
93.4
98
Fang et al. (TMI)
Preprocess=true
2025.12
90.1
86.6
96.6
Fang et al. (JVCIR)
Preprocess=false
2025.12
87.3
84.7
95.8
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