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Benchmarks
Passage Ranking on MS MARCO 100K passages
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89.2
MRR@10
GPUSparse
69.44
74.57
79.7
84.83
Jun 24, 2026
MRR@10
nDCG@10
R@1000
Updated 29d ago
Evaluation Results
Method
Method
Links
MRR@10
nDCG@10
R@1000
GPUSparse
Docs=100K, Per-Q=15𝜇s...
2026.06
89.2
91.2
99.8
cuSPARSE SpMV
Docs=100K, Per-Q=46.2m...
2026.06
88.8
90.9
99.8
torch.compile
Docs=100K, Per-Q=23.9m...
2026.06
88.8
90.9
99.8
Dense MatMul
Docs=100K, Per-Q=117𝜇...
2026.06
88.8
90.9
99.8
Pyserini BM25
Docs=100K, Per-Q=25.2m...
2026.06
70.2
73.5
97.3
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