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Benchmarks
Adversarial Defense on TI-Dataset SD v1.5
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84.6
FID
ACE
71.3236
160.9393
250.555
340.1707
Jun 10, 2026
FID
CLIP Similarity Score
CLIP Image Score
Updated 1mo ago
Evaluation Results
Method
Method
Links
FID
CLIP Similarity Score
CLIP Image Score
ACE
Attack=SVDiff
2026.06
84.6
29.42
74
Smooth
Attack=ControlNet
2026.06
110.32
30.09
82
Smooth
Attack=Inpainting
2026.06
119.15
28.86
85
Smooth
Attack=SDEdit
2026.06
121.34
30.2
79
ACE
Attack=LoRA
2026.06
208.58
23.3
67
ACE
Attack=Fine-tuning
2026.06
219.69
24.26
64
VOID
Attack=SDEdit
2026.06
299.18
19.67
52
VOID
Attack=ControlNet
2026.06
300.53
19.67
53
VOID
Attack=Inpainting
2026.06
319.47
19.68
55
VOID
Attack=SVDiff
2026.06
343.43
19.6
54
VOID
Attack=LoRA
2026.06
384.01
19.2
57
VOID
Attack=Fine-tuning
2026.06
416.51
19.71
56
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