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Benchmarks
Adversarial Defense on TI-Dataset SD v2.1
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51.74
FID
ACE
39.0716
124.5833
210.095
295.6067
Jun 10, 2026
FID
CLIP-S Score
CLIP-I Score
Updated 1mo ago
Evaluation Results
Method
Method
Links
FID
CLIP-S Score
CLIP-I Score
ACE
Attack=SVDiff
2026.06
51.74
28.66
80
Smooth
Attack=ControlNet
2026.06
103.77
27.45
80
Smooth
Attack=SDEdit
2026.06
108.15
27
77
Smooth
Attack=Inpainting
2026.06
141.21
29.27
84
ACE
Attack=Fine-tuning
2026.06
202.78
23.33
64
ACE
Attack=LoRA
2026.06
253.61
20.97
65
VOID
Attack=ControlNet
2026.06
300.93
19.58
59
VOID
Attack=SDEdit
2026.06
301.15
19.58
58
VOID
Attack=Inpainting
2026.06
319.13
19.54
54
VOID
Attack=LoRA
2026.06
351.8
19.07
57
VOID
Attack=SVDiff
2026.06
365.25
18.82
52
VOID
Attack=Fine-tuning
2026.06
368.45
18.86
53
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