{"total":1,"items":[{"citing_arxiv_id":"2607.24035","ref_index":29,"ref_count":1,"confidence":0.88,"is_internal_anchor":false,"paper_title":"Beyond Local Inspection: Global, Guideline-Grounded Evaluation of Post-hoc XAI Methods for ECG Classification","primary_cat":"cs.CY","submitted_at":"2026-07-27T06:16:28+00:00","verdict":"CONDITIONAL","verdict_confidence":"MODERATE","novelty_score":6.0,"formal_verification":"none","one_line_summary":"Guideline-grounded global evaluation of 13 gradient XAI methods on ECG classifiers shows amplitude-linked methods miss low-amplitude diagnostic regions, while SIGN-adjusted variants maintain worst-case coverage on all four pathologies.","context_count":0,"top_context_role":null,"top_context_polarity":null,"context_text":null}],"limit":50,"offset":0}