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Benchmarks
Backdoor Defense on COCO long prompts (EE attack)
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4
ASR (CLIP)
T2IShield
-0.16
0.92
2
3.08
Nov 20, 2025
ASR (CLIP)
ASR (GPT)
FID
Updated 1mo ago
Evaluation Results
Method
Method
Links
ASR (CLIP)
ASR (GPT)
FID
T2IShield
Trigger=beautiful cat
2025.11
4
4
22.8
UFID
Trigger=beautiful cat
2025.11
3
1
-
PEPPER
Trigger=beautiful cat
2025.11
3
5
32.11
T2IShield
Trigger=mb pen
2025.11
3
5
24.39
PEPPER
Trigger=mb pen
2025.11
1
1
32.5
UFID
Trigger=mb pen
2025.11
0
5
-
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