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Benchmarks
Adversarial Defense on TI-Dataset LCM
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66.05
FID
Smooth
48.7644
165.4422
282.12
398.7978
Jun 10, 2026
FID
CLIP-S
CLIP-I
Updated 1mo ago
Evaluation Results
Method
Method
Links
FID
CLIP-S
CLIP-I
Smooth
Attack=Inpainting
2026.06
66.05
30.35
90
Smooth
Attack=SDEdit
2026.06
86.73
29.5
85
ACE
Attack=SVDiff
2026.06
96.49
21.51
84
Smooth
Attack=ControlNet
2026.06
113.88
30.64
84
ACE
Attack=Fine-tuning
2026.06
139.47
22.26
76
ACE
Attack=LoRA
2026.06
221.76
19.93
79
VOID
Attack=SDEdit
2026.06
304
19.67
56
VOID
Attack=ControlNet
2026.06
316.77
19.68
60
VOID
Attack=Inpainting
2026.06
331.84
19.69
57
VOID
Attack=SVDiff
2026.06
414.78
19.17
70
VOID
Attack=Fine-tuning
2026.06
455.36
19.42
65
VOID
Attack=LoRA
2026.06
498.19
19.32
69
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