Image Classification on MNIST (test) (Adversarial Robustness: PGD Norm Specific) benchmark leaderboard · SOTA2 Research

Image Classification on MNIST (test) (Adversarial Robustness: PGD Norm Specific)

99.2Clean Accuracylinf training

Evaluation Results

Method	Links
linf training2023.06		99.2	54.6	61.8	88.9	52.1
l2 training2023.06		99.1	67.8	66.8	0.1	0.1
AVG2023.06		99.1	70.6	69.4	59.5	55.4
AVG2023.06		99.1	68.2	68.3	67.7	59.2
AVG2023.06		99.1	68.9	68.3	65.6	58.2
MAX2023.06		98.9	71.4	69.4	67.2	61.3
MAX2023.06		98.9	69.7	69.5	67.6	61.4
MSD2023.06		98.9	65.9	65.3	69.7	61
MAX2023.06		98.6	67.1	67.2	21.2	21.2
MSD2023.06		98.3	66.8	67.9	69.7	62.1
MSD2023.06		98.2	67.3	68	62.4	59.7
l1 training2023.06		97.2	47.3	24.1	0	0