Faithfulness Without Anchors: A Position Paper on the Structural Misalignments of Explainable AI Faithfulness Metrics for Feature Importance
arXiv 2610.12493v1•7a12822a078d73f3099996f0c3c04204929cda67cf8a92272c23548b01a9d5c3
Paper metadata
- arXiv ID
- 2610.12493
- Version
- v1
- Category
- cs.AI, cs.LG, stat.ML
- Authors
- Marco Zullich, Emily Schiller, Ivan Gentile, David Dembinsky, Adriano Lucieri, Kilian G\"oller, Steffen Seitz
- Publication date
- 2026-10-12T04:00:00Z
- Source identifier
- 2610.12493v1
- Public record ID
- record:sha256:7a12822a078d73f3099996f0c3c04204929cda67cf8a92272c23548b01a9d5c3
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Evidence and limitations
- Source ID
- arxiv_research
- Record identifier
- 7a12822a078d73f3099996f0c3c04204929cda67cf8a92272c23548b01a9d5c3
- Record type
- Source metadata
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