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Image Captioning on Image Captioning Hard Criterion GPT-4o
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74
ASR
CoTTA
-2.96
17.02
37
56.98
Mar 31, 2026
ASR
Average Similarity
Updated 18d ago
Evaluation Results
Method
Method
Links
ASR
Average Similarity
CoTTA
Surrogate=Ensemble
2026.03
74
0.339
FOA-Attack
Surrogate=Ensemble
2026.03
42
0.17
M-Attack
Surrogate=Ensemble
2026.03
32
0.121
Agent-Attack
Surrogate=Ensemble
2026.03
3
0.017
AttackVLM
Surrogate=B/16
2026.03
0
0
AttackVLM
Surrogate=B/32
2026.03
0
0
AttackVLM
Surrogate=Laion
2026.03
0
0
AnyAttack
Surrogate=Ensemble
2026.03
0
0
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