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Benchmarks
Adversarial Defense on TI-Dataset DreamShaper
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55.46
FID
Smooth
39.8612
145.1531
250.445
355.7369
Jun 10, 2026
FID
CLIP Score (Similarity)
CLIP Score (Image Fidelity)
Updated 1mo ago
Evaluation Results
Method
Method
Links
FID
CLIP Score (Similarity)
CLIP Score (Image Fidelity)
Smooth
Attack=ControlNet
2026.06
55.46
32.75
85
Smooth
Attack=SDEdit
2026.06
63.72
33.55
84
Smooth
Attack=Inpainting
2026.06
77.87
30.63
87
ACE
Attack=SVDiff
2026.06
103.88
29.1
72
ACE
Attack=LoRA
2026.06
197.52
23.83
66
ACE
Attack=Fine-tuning
2026.06
214.95
25.15
66
VOID
Attack=ControlNet
2026.06
305.93
19.57
53
VOID
Attack=SDEdit
2026.06
310.11
19.57
52
VOID
Attack=Inpainting
2026.06
323.3
19.57
56
VOID
Attack=SVDiff
2026.06
334.13
19.96
53
VOID
Attack=Fine-tuning
2026.06
377.75
20.4
54
VOID
Attack=LoRA
2026.06
445.43
19.86
56
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