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Benchmarks
Text-to-Image Backdoor Attack on SDXL TOA
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100
ASR (%)
MELT
-4
23
50
77
Mar 4, 2026
ASR (%)
CLIP Poisoning Score
CLIP Clean Score
FID
Updated 1mo ago
Evaluation Results
Method
Method
Links
ASR (%)
CLIP Poisoning Score
CLIP Clean Score
FID
MELT
Parameters=8.06M
2026.03
100
24.94
16.03
18.15
Rickrolling
Parameters=818M
2026.03
98
23.73
15.83
18.25
EvilEdit
Parameters=19.3M
2026.03
46
20.81
14.98
18.4
Personalization
Parameters=860M
2026.03
6
18.06
14.24
18.34
Clean Model
2026.03
0
24.46
14.95
18.65
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