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Adversarial Attack on ImageNet Undefended Models

99.8Inc-v3 Robustness Score

MIM-PD

Updated 4d ago

Evaluation Results

Method	Links
MIM-PD 2022.03		99.8	70	67.6	53.6
NAA-PD 2022.03		98.8	89.4	88.4	83.6
FIA-PD 2022.03		98.7	87.2	86.1	80.1
NAA-PD 2022.03		92	90.7	90.3	98.7
NAA-PD 2022.03		91.5	97.7	89.7	86.5
FDA-PD 2022.03		91.4	99.2	87.1	82.2
FIA-PD 2022.03		90.6	97.1	88.8	84.9
FIA-PD 2022.03		90	88.4	87.9	98.7
NRDM-PD 2022.03		88.8	97	80.2	78.4
NRDM-PD 2022.03		87.3	66.7	62.8	59.5
NAA-PD 2022.03		85.5	82.5	93.9	79.3
FIA-PD 2022.03		85.1	79.9	90.9	76.5
MIM-PD 2022.03		81.8	76.7	75.7	99.4
MIM-PD 2022.03		81.4	99.3	72	59.4
MIM-PD 2022.03		80.6	76.5	98.1	64
FDA-PD 2022.03		78.6	76	80.3	66.3
NRDM-PD 2022.03		76.5	75.4	79.6	66.3
FDA-PD 2022.03		76	50.4	46.5	39.2
FDA-PD 2022.03		64.7	60.1	56.5	92.1
NRDM-PD 2022.03		60.6	55.9	50	87.2