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Targeted Adversarial Attack on ImageNet (val) (Specific Model Suite)

1,840ViT Performance

RDI-FTM-E

Updated 4d ago

Evaluation Results

Method	Links
RDI-FTM-E 2024.11		1,840	88.2	98.1	97.1	93.4	76.7	83.4	77.1	74.9	3,010	53.4	58	-
RDI-FTM-E 2024.11		380	-	-	-	-	-	-	-	3,270	680	1,270	2,040	1,530
RDI-FTM 2024.11		240	-	-	-	-	-	-	-	2,500	450	1,000	1,530	1,150
RDI-CFM 2024.11		210	-	-	-	-	-	-	-	2,190	320	610	1,160	890
ODI 2024.11		80	-	-	-	-	-	-	-	1,240	170	350	670	500
RDI-FTM-E 2024.11		51.5	90	98.1	86.7	93.9	76.7	82.4	80.1	99.7	72.6	87.9	90.8	-
RDI-VT 2024.11		40	-	-	-	-	-	-	-	520	80	160	180	200
RDI-SI 2024.11		30	-	-	-	-	-	-	-	410	90	70	320	180
DI 2024.11		20	63.5	99	99.2	77	16.6	24	12.5	7.3	70	3.1	2.6	-
RDI 2024.11		20	-	-	-	-	-	-	-	180	20	40	70	70
RDI-SU 2024.11		20	-	-	-	-	-	-	-	200	30	130	100	100
DI 2024.11		10	-	-	-	-	-	-	-	30	0	0	10	10
RDI-Admix 2024.11		10	-	-	-	-	-	-	-	410	60	140	140	150
RDI-FTM-E 2024.11		4.2	79.5	87.6	64.6	98	48.7	60.1	47.6	43.4	8.9	24.4	26.7	-
RDI-FTM 2024.11		3.7	77.3	85.6	62.8	98.2	46.9	58.4	46	40	8.2	21.6	26.5	-
RDI-CFM 2024.11		3.6	76.2	83.9	56.1	97.8	43.6	53.8	41.1	32.8	6.4	17.3	21.1	-
RDI-ODI 2024.11		3.3	64.2	71.7	52.8	98	39.8	45.9	31.4	26.9	7.4	14.7	21.9	-
RDI-Admix5 2024.11		2.4	49.6	65.3	41	98.6	28.9	34.3	21.6	21.8	3.4	10.5	14.2	-
RDI-VT 2024.11		2.2	47.7	62.1	31.5	98.6	25.4	27.2	20.3	19.2	3.5	8.3	11.7	-
RDI-SI 2024.11		2	45.4	60.1	34.3	98.6	22	25.8	16.1	16.1	2.4	8.2	11.7	-
RDI-Admix 2024.11		1	53.2	67.6	31.1	98.3	20.1	26.5	17.8	14.7	1.7	6.8	7.4	-
RDI 2024.11		0.8	42.1	55.7	20.8	98.5	12.8	18.8	10.1	8.5	1.3	3.7	4.5	-
DI 2024.11		0.2	37.1	44.4	7.1	98.7	4.3	8.3	5.2	3	0.4	1	1.1	-