Image Classification on CIFAR100 (test) (ACC, MALT, DIFF)
75.22AccMALT
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| MALTBackbone=WRN-70-16, Backbone Citation=[WANG ET AL., 2023], Speed-up=x 3.87 ±0.082024.07 | 75.22 | 42.66 | — | -0.01 | |
| AutoAttackBackbone=WRN-70-16, Backbone Citation=[WANG ET AL., 2023]2024.07 | 75.22 | — | 42.67 | — | |
| MALTBackbone=WRN-28-10, Backbone Citation=[CUI ET AL., 2023], Speed-up=x 3.43 ±0.082024.07 | 73.83 | 39.18 | — | 0 | |
| AutoAttackBackbone=WRN-28-10, Backbone Citation=[CUI ET AL., 2023]2024.07 | 73.83 | — | 39.18 | — | |
| MALTBackbone=WRN-28-10, Backbone Citation=[WANG ET AL., 2023], Speed-up=x 3.36 ±0.182024.07 | 72.58 | 38.79 | — | -0.04 | |
| AutoAttackBackbone=WRN-28-10, Backbone Citation=[WANG ET AL., 2023]2024.07 | 72.58 | — | 38.83 | — | |
| MALTBackbone=WRN-70-16, Backbone Citation=[GOWAL ET AL., 2020], Speed-up=x 3.42 ±0.092024.07 | 69.15 | 36.81 | — | -0.07 | |
| AutoAttackBackbone=WRN-70-16, Backbone Citation=[GOWAL ET AL., 2020]2024.07 | 69.15 | — | 36.88 | — |