Adversarial Attack on ImageNet (val) (Inception Model Robustness) benchmark leaderboard · SOTA2 Research

Adversarial Attack on ImageNet (val) (Inception Model Robustness)

1Robust Accuracy (Inc-v3)NI-CT-FGSM

Evaluation Results

Method	Links
NI-CT-FGSM2021.03		1	1	1	1	0.928	0.896	0.836
VNI-CT-FGSM2021.03		1	0.999	0.996	1	0.955	0.945	0.923
MI-FGSM2021.03		0.999	0.982	0.953	0.999	0.394	0.353	0.242
VNI-FGSM2021.03		0.999	0.996	0.986	0.999	0.713	0.66	0.529
NI-FGSM2021.03		0.998	0.998	0.989	0.998	0.41	0.335	0.231
VMI-FGSM2021.03		0.997	0.985	0.96	0.999	0.676	0.629	0.507
VMI-CT-FGSM2021.03		0.997	0.992	0.984	0.999	0.936	0.924	0.91
MI-CT-FGSM2021.03		0.996	0.991	0.974	0.997	0.913	0.896	0.868