ResearchBenchmarksCounterfactual Explanation for Information Retrieval on MS MARCO DocumentCounterfactual Explanation for Information Retrieval on MS MARCO DocumentFollow70FD (%)CREDENCE50.2455.3760.565.63Sep 1, 2024Evaluation resultsMethodMethodLinksFD (%)Average New WordsAverage Query Overlap (%)CREDENCERetrieval Model=MonoT5Retrieval Model=MonoT52024.097014.1253CREDENCERetrieval Model=SpladeRetrieval Model=Splade2024.097010.3562CREDENCERetrieval Model=ColBERTRetrieval Model=ColBERT2024.096910.5252CREDENCERetrieval Model=DRMMRetrieval Model=DRMM2024.095810.3242CREDENCERetrieval Model=BM25Retrieval Model=BM252024.095211.5155CREDENCERetrieval Model=DSSMRetrieval Model=DSSM2024.095116.5160