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Benchmarks
Information Retrieval on MIRACL zh
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33.66
nDCG@10
SFT+DPO
16.7496
21.1398
25.53
29.9202
Mar 14, 2026
nDCG@10
MAP
MRR
Updated 1mo ago
Evaluation Results
Method
Method
Links
nDCG@10
MAP
MRR
SFT+DPO
Retriever=BM25 Retriev...
2026.03
33.66
28.07
40.96
Original model expansion
Retriever=BM25 Retriev...
2026.03
33.02
27.2
38.53
DPO-only
Retriever=BM25 Retriev...
2026.03
32.62
26.91
38.2
SFT-only
Retriever=BM25 Retriev...
2026.03
32.51
27.28
39.2
Query2Doc
Retriever=BM25 Retriev...
2026.03
32.32
26.89
38.77
BM25
Retriever=BM25 Retriev...
2026.03
18.01
14.86
22.07
BM25+Rocchio
Retriever=BM25 Retriev...
2026.03
17.4
14.51
20.58
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