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Benchmarks
Generative Retrieval on MS-MARCO new documents
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0.772
R@10
From Scratch
0.02736
0.22068
0.414
0.60732
Mar 3, 2026
R@10
MRR@10
Updated 1mo ago
Evaluation Results
Method
Method
Links
R@10
MRR@10
From Scratch
2026.03
0.772
0.529
DOME
TPD (s)=2.14*
2026.03
0.764
0.524
DSI++
TPD (s)=3.54
2026.03
0.759
0.517
DPR
2026.03
0.754
0.515
New-Doc FT
TPD (s)=3.42
2026.03
0.751
0.511
MEMIT
TPD (s)=12.62
2026.03
0.673
0.495
AlphaEdit
TPD (s)=12.12
2026.03
0.661
0.49
BM25
2026.03
0.641
0.471
ROME
TPD (s)=20.23
2026.03
0.351
0.251
Ultron
2026.03
0.069
0.03
DSI
2026.03
0.056
0.032
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