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Benchmarks
Dense Retrieval on TREC DL20 v1.5
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0.7057
nDCG@10
SFT+DPO
0.655156
0.668278
0.6814
0.694522
Mar 14, 2026
nDCG@10
MAP
MRR
Updated 1mo ago
Evaluation Results
Method
Method
Links
nDCG@10
MAP
MRR
SFT+DPO
Base Retriever=BGE-bas...
2026.03
0.7057
0.4944
0.9396
SFT-only
Base Retriever=BGE-bas...
2026.03
0.6976
0.4835
0.9321
DPO-only
Base Retriever=BGE-bas...
2026.03
0.6825
0.4758
0.9204
BGE (raw)
Base Retriever=BGE-bas...
2026.03
0.6768
0.4628
0.9256
Query2Doc
Base Retriever=BGE-bas...
2026.03
0.6697
0.4537
0.9091
Original model expansion
Base Retriever=BGE-bas...
2026.03
0.6571
0.4475
0.9189
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