We also noticed that some adversaries are model-specific, as they affect one model but not the rest.
in the noise tests, we observed that the robustness trend also holds, but noticed some unexpected behavior in relative analysis, as some types of noise affect the models more severely than others, thus revealing specific weak points across all Transformer-based models that did not seem evident at first sight.