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Benchmarks
Backdoor Detection on ImageNet-1K (test)
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75
AUROC
IBD-PSC
25.08
38.04
51
63.96
Feb 28, 2026
AUROC
F1-score
Updated 1mo ago
Evaluation Results
Method
Method
Links
AUROC
F1-score
IBD-PSC
Poison Rate (%)=0.39
2026.02
75
5
IBD-PSC
Poison Rate (%)=0.62
2026.02
65
5
SCALE-UP
Poison Rate (%)=0.39
2026.02
46
8
SCALE-UP
Poison Rate (%)=0.62
2026.02
45
5
SCALE-UP
Poison Rate (%)=0.16
2026.02
44
2
STRIP
Poison Rate (%)=0.62
2026.02
42
13
STRIP
Poison Rate (%)=0.39
2026.02
37
13
STRIP
Poison Rate (%)=0.16
2026.02
31
7
IBD-PSC
Poison Rate (%)=0.16
2026.02
27
4
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