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Counterfactual Explanation for Information Retrieval on MS MARCO Document
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70
FD (%)
CREDENCE
50.24
55.37
60.5
65.63
Sep 1, 2024
FD (%)
Average New Words
Average Query Overlap (%)
Updated 3d ago
Evaluation Results
Method
Method
Links
FD (%)
Average New Words
Average Query Overlap (%)
CREDENCE
Retrieval Model=MonoT5
2024.09
70
14.12
53
CREDENCE
Retrieval Model=Splade
2024.09
70
10.35
62
CREDENCE
Retrieval Model=ColBERT
2024.09
69
10.52
52
CREDENCE
Retrieval Model=DRMM
2024.09
58
10.32
42
CREDENCE
Retrieval Model=BM25
2024.09
52
11.51
55
CREDENCE
Retrieval Model=DSSM
2024.09
51
16.51
60
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