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Targeted Adversarial Attack on Evaluation set (test)

58.5Attack Success Rate (ASR)

FRA-Attack

Updated 12d ago

Evaluation Results

Method	Links
FRA-Attack 2026.05		58.5	61.3
FRA-Attack 2026.05		57.3	59.5
M-Attack-V2 2026.05		48.6	54.4
M-Attack-V2 2026.05		47.9	53.1
FRA-Attack 2026.05		45.5	54.5
M-Attack-V2 2026.05		45.4	53.6
FRA-Attack 2026.05		33.6	42.7
FOA-Attack 2026.05		33.2	45.5
FRA-Attack 2026.05		32.5	45.6
FOA-Attack 2026.05		32.3	44.4
M-Attack 2026.05		29.1	43.3
FOA-Attack 2026.05		28.5	43.9
M-Attack-V2 2026.05		28.1	43.7
FRA-Attack 2026.05		26.8	41.1
M-Attack 2026.05		25.9	40.2
M-Attack 2026.05		24.2	40.7
M-Attack-V2 2026.05		24.2	38.3
M-Attack-V2 2026.05		21.8	36.9
FOA-Attack 2026.05		17	31.2
FOA-Attack 2026.05		16.3	34.1
M-Attack 2026.05		13.8	31
M-Attack 2026.05		13.5	27.2
FOA-Attack 2026.05		13.5	30
M-Attack 2026.05		10.4	26.8
AttackVLM 2026.05		1	6
AttackVLM 2026.05		0	4.4
AttackVLM 2026.05		0	3.2
AttackVLM 2026.05		0	3.8
AttackVLM 2026.05		0	2.5
AttackVLM 2026.05		0	3.3
AdvDiffVLM 2026.05		0	4.7
AdvDiffVLM 2026.05		0	3.6
AdvDiffVLM 2026.05		0	3.5
AdvDiffVLM 2026.05		0	4.3
AdvDiffVLM 2026.05		0	5.4
AdvDiffVLM 2026.05		0	4.6
SSA-CWA 2026.05		0	4.9
SSA-CWA 2026.05		0	3.3
SSA-CWA 2026.05		0	2.2
SSA-CWA 2026.05		0	2.2
SSA-CWA 2026.05		0	2.8
SSA-CWA 2026.05		0	2.9
AnyAttack 2026.05		0	5.3
AnyAttack 2026.05		0	5.7
AnyAttack 2026.05		0	3.9
AnyAttack 2026.05		0	3.9
AnyAttack 2026.05		0	3.8
AnyAttack 2026.05		0	4.3