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Backdoor Detection on Balanced 50% clean, 50% backdoored (test)

98.2Detection Accuracy

VillanDiffusion

37.15253.00168.8584.699Feb 3, 2026
Updated 4d ago

Evaluation Results

MethodLinks
2026.02
98.2
2026.02
92.8
2026.02
90.8
2026.02
88.3
2026.02
87.4
2026.02
78.9
2026.02
75
2026.02
64.5
2026.02
57
2026.02
55.5
2026.02
54.9
2026.02
54.6
2026.02
54.3
2026.02
54
2026.02
52.5
2026.02
52
2026.02
51.3
2026.02
50.7
2026.02
49.5
2026.02
49.5
2026.02
48.5
2026.02
47
2026.02
45.8
2026.02
45.5
2026.02
43
2026.02
42.5
2026.02
41
2026.02
39.5