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Benchmarks
Image Captioning on Image Captioning Target Gemini-2.5 Soft Criterion
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79
Accuracy Score Rate (ASR)
CoTTA
-3.16
18.17
39.5
60.83
Mar 31, 2026
Accuracy Score Rate (ASR)
Average Similarity (AvgSim)
Updated 18d ago
Evaluation Results
Method
Method
Links
Accuracy Score Rate (ASR)
Average Similarity (AvgSim)
CoTTA
Surrogate=Ensemble
2026.03
79
0.429
M-Attack
Surrogate=Ensemble
2026.03
71
0.281
FOA-Attack
Surrogate=Ensemble
2026.03
71
0.291
Agent-Attack
Surrogate=Ensemble
2026.03
7
0.039
AnyAttack
Surrogate=Ensemble
2026.03
2
0.01
AttackVLM
Surrogate=B/16
2026.03
0
0
AttackVLM
Surrogate=B/32
2026.03
0
0.002
AttackVLM
Surrogate=Laion
2026.03
0
2
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