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Benchmarks
System ranking correlation on TREC-DL 23
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90.6
MAP@100
Rank1-14B
78.016
81.283
84.55
87.817
Jan 8, 2026
MAP@100
MRR@10
Updated 4d ago
Evaluation Results
Method
Method
Links
MAP@100
MRR@10
Rank1-14B
adaptation=score thres...
2026.01
90.6
79.7
Rank1-32B
adaptation=score thres...
2026.01
89.6
84.4
Rank1-7B
adaptation=score thres...
2026.01
88.6
80.4
UMBRELA
adaptation=score thres...
2026.01
84.9
84.4
monoT5 3B
adaptation=score thres...
2026.01
83.5
71.9
monoT5 large
adaptation=score thres...
2026.01
81.5
66.9
monoT5 base
adaptation=score thres...
2026.01
80.8
48.7
RankLLaMA-7B
adaptation=score thres...
2026.01
78.8
65.5
RankLLaMA-13B
adaptation=score thres...
2026.01
78.5
70
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