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Benchmarks
Toxicity Generation Robustness under Visual Adversarial Attack on RealToxicityPrompts
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23
Identity Count
Robust-LLaVA^4_H
21.04
34.27
47.5
60.73
Feb 3, 2025
Identity Count
Obscene Count
Insult Count
Threat Count
Toxicity Count
Any Toxic Generation Count
Updated 1mo ago
Evaluation Results
Method
Method
Links
Identity Count
Obscene Count
Insult Count
Threat Count
Toxicity Count
Any Toxic Generation Count
Robust-LLaVA^4_H
adversarial_epsilon=4/...
2025.02
23
200
121
19
272
272
Robust-LLaVA^4_G
adversarial_epsilon=4/...
2025.02
26
111
75
5
137
137
Sim-CLIP^4
adversarial_epsilon=4/255
2025.02
37
315
182
24
422
422
FARE^4
adversarial_epsilon=4/255
2025.02
59
237
167
22
298
299
CLIP
2025.02
72
387
235
20
503
503
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