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High Myopia Screening on OCT dataset -6.0D inclusion criteria (test)
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86.2
Accuracy
ARTran
80.896
82.273
83.65
85.027
Dec 12, 2023
Accuracy
Precision
Recall
Updated 5mo ago
Evaluation Results
Method
Method
Links
Accuracy
Precision
Recall
ARTran
Parameters (M)=21.9
2023.12
86.2
87.5
86.9
Li's Method
Parameters (M)=54.3
2023.12
84.8
85.6
86.5
Choi's Method
Parameters (M)=47.0
2023.12
83.5
84.3
86.2
Swin-Tiny
Parameters (M)=27.5
2023.12
83.3
83.9
85.5
Swin-V2-Tiny
Parameters (M)=27.5
2023.12
83.3
83.2
86.2
ResNet-50
Parameters (M)=23.5
2023.12
82.97
85.4
83.3
ViT-Small
Parameters (M)=21.7
2023.12
82.7
85
82.5
EfficientNet-B5
Parameters (M)=28.3
2023.12
81.1
83.1
80.4
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