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VQA on VQA hard criterion

82ASR

CoTTA

Updated 18d ago

Evaluation Results

Method	Links
CoTTA 2026.03		82	0.82
CoTTA 2026.03		79	0.787
CoTTA 2026.03		58	0.576
FOA-Attack 2026.03		53	0.492
M-Attack 2026.03		49	0.442
FOA-Attack 2026.03		42	0.418
M-Attack 2026.03		39	0.38
FOA-Attack 2026.03		12	0.119
M-Attack 2026.03		11	0.11
AttackVLM 2026.03		3	0.022
Agent-Attack 2026.03		2	0.017
AnyAttack 2026.03		2	0.008
Agent-Attack 2026.03		2	0.01
CoTTA 2026.03		2	0.02
AnyAttack 2026.03		1	0.003
AttackVLM 2026.03		1	0.09
AttackVLM 2026.03		0	0
AttackVLM 2026.03		0	0
AttackVLM 2026.03		0	0
AttackVLM 2026.03		0	0
AttackVLM 2026.03		0	0
AttackVLM 2026.03		0	0
AnyAttack 2026.03		0	0
Agent-Attack 2026.03		0	0
AttackVLM 2026.03		0	0
AttackVLM 2026.03		0	0
AttackVLM 2026.03		0	0
AttackVLM 2026.03		0	0
AnyAttack 2026.03		0	0
M-Attack 2026.03		0	0
FOA-Attack 2026.03		0	0
Agent-Attack 2026.03		0	0