1 code implementation • 1 Mar 2023 • Philine Bommer, Marlene Kretschmer, Anna Hedström, Dilyara Bareeva, Marina M. -C. Höhne
We find architecture-dependent performance differences regarding robustness, complexity and localization skills of different XAI methods, highlighting the necessity for research task-specific evaluation.
Explainable artificial intelligence Explainable Artificial Intelligence (XAI)
1 code implementation • 14 Feb 2023 • Anna Hedström, Philine Bommer, Kristoffer K. Wickstrøm, Wojciech Samek, Sebastian Lapuschkin, Marina M. -C. Höhne
We address this problem through a meta-evaluation of different quality estimators in XAI, which we define as ''the process of evaluating the evaluation method''.