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Visual Question Answering on VQA v2 (Robust Accuracy)
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90
Robust Accuracy
PDA
74.4
78.45
82.5
86.55
Apr 1, 2026
Robust Accuracy
Updated 16d ago
Evaluation Results
Method
Method
Links
Robust Accuracy
PDA
Base Model=GPT-4o, Att...
2026.04
90
PDA
Base Model=Claude 3.5...
2026.04
88
PDA
Base Model=Gemini 1.5...
2026.04
86
Claude 3.5 Sonnet
Defense setting=No Def...
2026.04
82
GPT-4o
Defense setting=No Def...
2026.04
81
PDA
Attack=Transfer-based
2026.04
81
PDA
Attack=AnyAttack
2026.04
81
PDA
Attack=AttackVLM
2026.04
79
No Defense
Attack=AnyAttack
2026.04
79
No Defense
Attack=Transfer-based
2026.04
77
Gemini 1.5 Pro
Defense setting=No Def...
2026.04
76
No Defense
Attack=AttackVLM
2026.04
75
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