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Benchmarks
Multilingual Retrieval on WSDM Cup 2026 (test)
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0.403
nDCG@20
Low-Cost Multi-Stage Retrieval Pipeline
0.04004
0.13427
0.2285
0.32273
Feb 19, 2026
nDCG@20
Judged@20
Updated 4d ago
Evaluation Results
Method
Method
Links
nDCG@20
Judged@20
Low-Cost Multi-Stage Retrieval Pipeline
Pipeline=GRF expansion...
2026.02
0.403
0.95
MILCO
Retrieval Type=Multili...
2026.02
0.395
0.93
JinaV3
Retrieval Type=Multili...
2026.02
0.355
0.93
Arctic-Embed Large v2
Retrieval Type=Dense
2026.02
0.352
0.92
BM25
Retrieval Type=Sparse
2026.02
0.349
0.97
Qwen3 0.6B Embed
Retrieval Type=Dense
2026.02
0.309
0.92
RepLlama
Retrieval Type=LLM-based
2026.02
0.255
0.86
e5 Large
Retrieval Type=Dense
2026.02
0.205
0.7
BGE-M3 Sparse
Retrieval Type=Sparse
2026.02
0.054
0.3
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