Compare-xAI: Toward Unifying Functional Testing Methods for Post-hoc XAI Algorithms into a Multi-dimensional Benchmark
Mohamed Karim Belaid, Richard Bornemann, Maximilian Rabus, Ralf Krestel, Eyke Hüllermeier
Topics & Concepts
Computer scienceBenchmark (surveying)Range (aeronautics)Stability (learning theory)Metric (unit)Data miningAlgorithmMachine learningGeographyComposite materialMaterials scienceGeodesyEconomicsOperations managementExplainable Artificial Intelligence (XAI)Scientific Computing and Data ManagementMachine Learning in Healthcare