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Benchmarking XAI Explanations with Human-Aligned Evaluations
4 November 2024
Rémi Kazmierczak
Steve Azzolin
Eloise Berthier
Anna Hedström
Patricia Delhomme
Nicolas Bousquet
Nicolas Bousquet
Goran Frehse
Baptiste Caramiaux
Baptiste Caramiaux
Andrea Passerini
Gianni Franchi
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Papers citing
"Benchmarking XAI Explanations with Human-Aligned Evaluations"
4 / 4 papers shown
Title
Evaluating Neuron Explanations: A Unified Framework with Sanity Checks
Tuomas P. Oikarinen
Ge Yan
Tsui-Wei Weng
FAtt
XAI
155
5
0
06 Jun 2025
Tuning for Trustworthiness -- Balancing Performance and Explanation Consistency in Neural Network Optimization
Alexander Hinterleitner
Thomas Bartz-Beielstein
248
0
0
12 May 2025
A Unified Approach to Interpreting Model Predictions
Scott M. Lundberg
Su-In Lee
FAtt
2.7K
28,228
0
22 May 2017
"Why Should I Trust You?": Explaining the Predictions of Any Classifier
Marco Tulio Ribeiro
Sameer Singh
Carlos Guestrin
FAtt
FaML
1.9K
19,237
0
16 Feb 2016
1