Quantifying overall agreement between explanation methods to address the disagreement problem

Key Points

• Overall agreement between explanation methods is quantified, addressing the disagreement problem.
• Key metrics reveal a significant discrepancy rate of 25% in explanations generated.
• Evaluation of multiple explanation methods was conducted to assess their consistency and applicability.
• Highlights the need for standardized metrics in evaluating explanation methods to improve clarity.