Visual Question Answering on VQA v2 (ASR and CU) benchmark leaderboard · SOTA2 Research

Visual Question Answering on VQA v2 (ASR and CU)

100ASRNo defense

Evaluation Results

Method	Links
No defense2026.03		100	62.89
No defense2026.03		100	67.06
No defense2026.03		100	68.1
No defense2026.03		100	68.36
No defense2026.03		100	53.65
Blur2026.03		100	58.98
Blur2026.03		100	41.02
Blur2026.03		100	67.71
Blur2026.03		100	67.32
ST defense2026.03		100	9.38
BDMAE2026.03		100	26.82
BDMAE2026.03		100	36.46
SampDetox2026.03		99.61	67.58
Blur2026.03		99.22	27.47
BDMAE2026.03		99.22	5.73
No defense2026.03		98.83	65.49
SampDetox2026.03		98.83	64.97
Blur2026.03		98.44	61.46
SampDetox2026.03		98.44	68.36
SampDetox2026.03		98.05	60.81
ST defense2026.03		97.66	55.08
SampDetox2026.03		95.31	63.02
ZIP2026.03		95.31	63.15
SampDetox2026.03		94.53	61.59
ST defense2026.03		93.36	63.02
ST defense2026.03		92.58	12.24
ST defense2026.03		89.84	62.76
BDMAE2026.03		88.28	29.3
BDMAE2026.03		86.33	61.2
ZIP2026.03		85.94	66.15
ZIP2026.03		84.77	64.06
ST defense2026.03		82.81	56.51
BDMAE2026.03		80.86	62.5
ZIP2026.03		80.47	59.38
ZIP2026.03		74.22	65.49
ZIP2026.03		7.03	66.15
CleanSight2026.03		3.14	65.46
CleanSight2026.03		0	62.63
CleanSight2026.03		0	68.36
CleanSight2026.03		0	63.02
CleanSight2026.03		0	68.1
CleanSight2026.03		0	64.97