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Benchmarks
Targeted Failure Generation on CelebA
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1
Misclass Rate
Mimicry
-2.96
23.77
50.5
77.23
Jan 21, 2026
Misclass Rate
Escape Ratio
Confidence Reduction
MS-SSIM
LPIPS
Diversity T
Trace Difference
Updated 4d ago
Evaluation Results
Method
Method
Links
Misclass Rate
Escape Ratio
Confidence Reduction
MS-SSIM
LPIPS
Diversity T
Trace Difference
Mimicry
2026.01
1
1
-
-
-
0.052
70.77
GIFTbench
2026.01
47
8
-
-
-
0.047
36.23
HyNeA
2026.01
100
11
-
-
-
0.068
32.8
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