ResearchBenchmarksCounterfactual Explanation for Information Retrieval on MS MARCO PassageCounterfactual Explanation for Information Retrieval on MS MARCO PassageFollow75Fidelity (%)CREDENCE59.463.4567.571.55Sep 1, 2024Evaluation resultsMethodMethodLinksFidelity (%)Avg. New WordsAvg. Query Overlap (%)CREDENCERetrieval Model=SpladeRetrieval Model=Splade2024.09759.7265CREDENCERetrieval Model=ColBERTRetrieval Model=ColBERT2024.097111.2154CREDENCERetrieval Model=MonoT5Retrieval Model=MonoT52024.097111.2362CREDENCERetrieval Model=DRMMRetrieval Model=DRMM2024.09689.1159CREDENCERetrieval Model=BM25Retrieval Model=BM252024.09648.3263CREDENCERetrieval Model=DSSMRetrieval Model=DSSM2024.096014.1257