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Benchmarks
Generative Retrieval on MS-MARCO initial documents
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0.775
R@10
From Scratch
0.53164
0.59482
0.658
0.72118
Mar 3, 2026
R@10
MRR@10
Updated 3mo ago
Evaluation Results
Method
Method
Links
R@10
MRR@10
From Scratch
2026.03
0.775
0.532
New-Doc FT
TPD (s)=3.42
2026.03
0.775
0.532
DSI++
TPD (s)=3.54
2026.03
0.775
0.532
ROME
TPD (s)=20.23
2026.03
0.775
0.532
MEMIT
TPD (s)=12.62
2026.03
0.775
0.532
AlphaEdit
TPD (s)=12.12
2026.03
0.775
0.532
DOME
TPD (s)=2.14*
2026.03
0.775
0.532
DPR
2026.03
0.767
0.526
Ultron
2026.03
0.731
0.454
BM25
2026.03
0.691
0.486
DSI
2026.03
0.541
0.392
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