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Benchmarks
Medical Anomaly Detection on ISIC 2018
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0.9173
AUC
DNP-ConFormer
0.761612
0.802031
0.84245
0.882869
Aug 27, 2025
AUC
F1 Score
Accuracy
Updated 19d ago
Evaluation Results
Method
Method
Links
AUC
F1 Score
Accuracy
DNP-ConFormer
2025.08
0.9173
0.8261
0.8705
INP-Former
2025.08
0.9075
0.805
0.8394
Recontrast
2025.08
0.907
0.8216
0.867
EDC
2025.08
0.9053
0.8194
0.8653
Dinomaly
2025.08
0.8931
0.8048
0.8342
EA2D
2025.08
0.8848
0.7929
0.8404
RD4AD
2025.08
0.7676
0.7047
0.6743
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