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Black-box Adversarial Attack on ImageNet (test)

100Success Rate (Res34)

MI

Updated 4d ago

Evaluation Results

Method	Links
MI 2025.12		100	-	-	-	-	-	-	-	-	36.8	47.2	23.4	17.4	26	22.9	15.1	30.262
AdaMI-G 2025.12		100	-	-	-	-	-	-	-	-	37.8	49.7	21.8	17.3	24.2	22.4	15.8	37.304
AdaMI 2025.12		100	-	-	-	-	-	-	-	-	38.4	51.5	24.6	19.1	28	25.1	15.5	34.599
RAP 2025.12		100	-	-	-	-	-	-	-	-	50.3	67.4	32.4	24.7	38.5	35.4	20.4	68.034
PGN 2025.12		100	-	-	-	-	-	-	-	-	59.5	77.3	46.7	30.8	44.8	47.4	32.5	56.38
ANDA 2025.12		100	-	-	-	-	-	-	-	-	62.4	81.9	53.8	31.8	44.1	45.9	29.9	78.817
NCS 2025.12		100	-	-	-	-	-	-	-	-	62.8	80.2	51.5	35.6	49.5	52.2	34.9	60.695
AdaNCS 2025.12		100	-	-	-	-	-	-	-	-	64.5	83.2	53.9	37.4	52.2	54.3	36.5	63.471
AdaGrad 2025.12		99.8	-	-	-	-	-	-	-	-	21.4	28.4	10.4	8.9	14.4	11.2	9.2	13.469
I-FGSM 2025.12		99.6	-	-	-	-	-	-	-	-	20.6	24.9	10.3	8.6	13.5	10.3	8.8	11.724
APGD 2025.12		99.6	-	-	-	-	-	-	-	-	20.8	22.2	10.1	8.7	11.5	10.6	8.2	10.519
AutoAttack 2025.12		99.6	-	-	-	-	-	-	-	-	20.7	21.5	10	8.7	10.7	10.4	7.9	10.125
PGD 2025.12		98.7	-	-	-	-	-	-	-	-	20.5	20.6	9.8	8.8	12.2	10	8.8	12.985
MIM-PD 2022.03		-	22.4	28.8	62.5	59.5	31.4	42.6	33.6	40.1	-	-	-	-	-	-	-	-
NRDM-PD 2022.03		-	16.9	23.9	43.2	43.8	28	41.8	34	33.1	-	-	-	-	-	-	-	-
FDA-PD 2022.03		-	16.3	23.1	37	37.7	27.8	41.5	30.5	30.6	-	-	-	-	-	-	-	-
FIA-PD 2022.03		-	36.4	51.2	76.7	74.3	38.4	44.9	42.3	52	-	-	-	-	-	-	-	-
NAA-PD 2022.03		-	46.8	62.9	83.2	80.9	40.4	46.8	43.9	57.9	-	-	-	-	-	-	-	-