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Benchmarks
Backdoor Defense on COCO long prompts TI attack
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40
ASR (CLIP)
T2IShield
-1.6
9.2
20
30.8
Nov 20, 2025
ASR (CLIP)
ASR (GPT)
FID
Updated 1mo ago
Evaluation Results
Method
Method
Links
ASR (CLIP)
ASR (GPT)
FID
T2IShield
Trigger=beautiful car
2025.11
40
48
24.11
T2IShield
Trigger=[V]
2025.11
34
53
23.78
UFID
Trigger=beautiful car
2025.11
33
37
-
UFID
Trigger=[V]
2025.11
23
21
-
PEPPER
Trigger=beautiful car
2025.11
0
0
32.1
PEPPER
Trigger=[V]
2025.11
0
0
32.38
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