A structured evaluation of three object-detection XAI methods shows that faithfulness, localization, and speed are in tension, with D-CLOSE most faithful, G-CAME fastest and most localized, and D-RISE in between.
Artificial Intelligence for the Earth Systems 3(3), e230074 (2024)
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ODExAI: A Comprehensive Object Detection Explainable AI Evaluation
A structured evaluation of three object-detection XAI methods shows that faithfulness, localization, and speed are in tension, with D-CLOSE most faithful, G-CAME fastest and most localized, and D-RISE in between.