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Counterfactual Explanation for Information Retrieval on Trec Robust
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72
Fidelity (FD)
CREDENCE
53.28
58.14
63
67.86
Sep 1, 2024
Fidelity (FD)
Average New Words (Novelty)
Average Query Overlap
Updated 3d ago
Evaluation Results
Method
Method
Links
Fidelity (FD)
Average New Words (Novelty)
Average Query Overlap
CREDENCE
Retrieval Model=MonoT5
2024.09
72
10.91
64
CREDENCE
Retrieval Model=ColBERT
2024.09
68
12.56
53
CREDENCE
Retrieval Model=Splade
2024.09
68
9.21
59
CREDENCE
Retrieval Model=DRMM
2024.09
61
13.52
42
CREDENCE
Retrieval Model=BM25
2024.09
56
12.21
54
CREDENCE
Retrieval Model=DSSM
2024.09
54
8.51
61
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