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Counterfactual Explanation for Information Retrieval on MS MARCO Passage
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75
Fidelity (%)
CREDENCE
59.4
63.45
67.5
71.55
Sep 1, 2024
Fidelity (%)
Avg. New Words
Avg. Query Overlap (%)
Updated 3d ago
Evaluation Results
Method
Method
Links
Fidelity (%)
Avg. New Words
Avg. Query Overlap (%)
CREDENCE
Retrieval Model=Splade
2024.09
75
9.72
65
CREDENCE
Retrieval Model=ColBERT
2024.09
71
11.21
54
CREDENCE
Retrieval Model=MonoT5
2024.09
71
11.23
62
CREDENCE
Retrieval Model=DRMM
2024.09
68
9.11
59
CREDENCE
Retrieval Model=BM25
2024.09
64
8.32
63
CREDENCE
Retrieval Model=DSSM
2024.09
60
14.12
57
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