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Benchmarks
Ad Hoc Retrieval on MS MARCO
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0.408
NDCG@10
DR
0.21144
0.26247
0.3135
0.36453
Oct 20, 2025
NDCG@10
Updated 1mo ago
Evaluation Results
Method
Method
Links
NDCG@10
DR
retriever=Dense, backb...
2025.10
0.408
Base
retriever=Dense, backb...
2025.10
0.407
DR
retriever=Dense, backb...
2025.10
0.407
OPQE
retriever=Dense, backb...
2025.10
0.405
OPQE
retriever=Dense, backb...
2025.10
0.375
SPQE
retriever=Dense, backb...
2025.10
0.319
OPQE
retriever=Sparse BM25,...
2025.10
0.251
DR
retriever=Sparse BM25,...
2025.10
0.241
OPQE
retriever=Sparse BM25,...
2025.10
0.238
DR
retriever=Sparse BM25,...
2025.10
0.235
Base
retriever=Sparse BM25
2025.10
0.228
SPQE
retriever=Sparse BM25
2025.10
0.219
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