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Targeted Attack on ViDoRe AI V1

100ASR-R@1 (mean)

White-box (MO-PGD)

Updated 17d ago

Evaluation Results

Method	Links
White-box (MO-PGD) 2025.04		100	100	100	100	21	0
White-box (MO-PGD) 2025.04		100	100	89	100	22	0
White-box (MO-PGD) 2025.04		100	100	98	100	23	0
In-set Model Ensemble 2025.04		100	100	53	65	21	0
In-set Model Ensemble 2025.04		100	100	81	100	22	1
In-set Model Ensemble 2025.04		100	100	57	74	23	1
Prompt-based (Gemini) 2025.04		100	100	45	49	25	-
White-box (MO-PGD) 2025.04		80	100	97	100	22	1
White-box (MO-PGD) 2025.04		80	100	99	100	22	0
Component-wise Transfer 2025.04		76	98	45	57	21	0
White-box (MO-PGD) 2025.04		60	100	55	84	21	0
White-box (MO-PGD) 2025.04		60	100	69	99	22	0
White-box (MO-PGD) 2025.04		60	100	100	100	21	0
White-box (MO-PGD) 2025.04		40	80	80	100	22	1
Prompt-based (GPT) 2025.04		40	40	89	100	30	-
Out-set Model Ensemble 2025.04		0	0	47	56	21	0
Complete Transfer 2025.04		0	0	46	56	21	0
Component-wise Transfer 2025.04		0	0	85	100	21	0