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ResearchFormerly WizWand

Object Detection Attack on COCO 500 images 2017 (test)

39.6Fooling Rate (WB)Context-Agnostic

Evaluation results

Method	Links
Context-Agnostic2022.03		39.6	14.2	12.4	15.8
Few-Query 02022.03		47.2	13.2	9.6	18.4
ZQA2022.03		52	14.2	15.6	21.8
Context-Agnostic2022.03		52.2	18.8	18.6	28.6
Context-Agnostic2022.03		55.2	23.8	27.2	35.2
Context-Agnostic2022.03		55.4	23.4	21.6	31.8
Few-Query 12022.03		56.4	19.2	15.4	26
ZQA-PSPM2022.03		58.2	15.6	17.6	25
Context-Agnostic2022.03		60	25.8	28	31.2
Few-Query 22022.03		62.4	21.8	19	30.6
Few-Query 02022.03		63.8	21.2	17.6	28.4
Few-Query 32022.03		66.8	23.6	21.2	34
Few-Query 02022.03		68.4	21.8	18.2	34
Few-Query 42022.03		69	24.2	23	36.2
Few-Query 02022.03		71.4	27	24	37.8
Few-Query 52022.03		71.4	25.6	25.4	38.2
Few-Query 12022.03		72.6	26	24.6	36.8
Few-Query 02022.03		73.4	25.6	24	35
ZQA2022.03		76	23.8	26.4	37.4
Few-Query 12022.03		79	29.8	27.2	44.4
ZQA-PSPM2022.03		79	27.2	29.8	36.8
Few-Query 22022.03		79.2	31.4	30.2	43.6
Few-Query 12022.03		80	34.2	34.2	46.6
Few-Query 12022.03		80	33.6	34.2	44
ZQA2022.03		81	30.4	31	40
Few-Query 32022.03		81.6	33.2	34.8	46.6
ZQA2022.03		82.2	29.8	35.4	43.6
ZQA2022.03		82.8	30.2	35.8	43.2
ZQA-PSPM2022.03		82.8	29.8	32.6	46
Few-Query 22022.03		83.4	37.8	41.4	51.4
Few-Query 22022.03		84	39.4	39	50.4
Few-Query 22022.03		84.2	33.2	34.2	49.8
Few-Query 42022.03		84.4	35.2	38	49.2
ZQA-PSPM2022.03		85	34	38	48
ZQA-PSPM2022.03		85.8	32	39.6	43.8
Few-Query 52022.03		85.8	36	40.6	51.6
Few-Query 32022.03		86.2	40.6	46.2	55.2
Few-Query 32022.03		86.2	36.6	39.2	53.6
Few-Query 32022.03		86.8	41.8	42.2	54.6
Few-Query 42022.03		87.8	37.8	42	55.4
Few-Query 42022.03		88	42.8	48	57.8
Few-Query 52022.03		89.2	45	52.4	59.2
Few-Query 42022.03		89.8	42.8	45.4	56.6
Few-Query 52022.03		89.8	39.6	45	57.6
Few-Query 52022.03		92	44.4	48	57.8