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Benchmarks
Retinal Anomaly Detection on RIADD fundus (test)
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61.1
F1 Score
NFM-DRA
20.54
31.07
41.6
52.13
Jul 14, 2025
F1 Score
Specificity
Sensitivity
Updated 4d ago
Evaluation Results
Method
Method
Links
F1 Score
Specificity
Sensitivity
NFM-DRA
Threshold-dependent=true
2025.07
61.1
99.3
52.4
PatchCore
Threshold-dependent=true
2025.07
53.1
90.3
68.8
DRA
Threshold-dependent=true
2025.07
26.3
13.6
95.2
SoftPatch
Threshold-dependent=true
2025.07
25.6
5.8
97.6
DDAD-ASR
Threshold-dependent=true
2025.07
25.3
0.9
99.7
EDC
Threshold-dependent=true
2025.07
25.2
0
100
SimpleNet
Threshold-dependent=true
2025.07
22.1
88.6
24
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