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Benchmarks
Retinal Anomaly Detection on JSIEC fundus (test)
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85.6
F1 Score
NFM-DRA
68.648
73.049
77.45
81.851
Jul 14, 2025
F1 Score
Specificity (SPC)
Sensitivity (SEN)
Updated 4d ago
Evaluation Results
Method
Method
Links
F1 Score
Specificity (SPC)
Sensitivity (SEN)
NFM-DRA
Threshold-dependent=true
2025.07
85.6
100
78.6
PatchCore
Threshold-dependent=true
2025.07
83.9
94.7
80
SimpleNet
Threshold-dependent=true
2025.07
76.1
47.4
91.9
DRA
Threshold-dependent=true
2025.07
73.5
21.1
99.5
DDAD-ASR
Threshold-dependent=true
2025.07
72
13.2
99.9
SoftPatch
Threshold-dependent=true
2025.07
71.2
10.5
99.3
EDC
Threshold-dependent=true
2025.07
69.3
0
99.9
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