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Benchmarks
System ranking correlation on TREC-DL 22
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92.5
MAP@100
Rank1-32B
77.004
81.027
85.05
89.073
Jan 8, 2026
MAP@100
MRR@10
Updated 4d ago
Evaluation Results
Method
Method
Links
MAP@100
MRR@10
Rank1-32B
adaptation=score thres...
2026.01
92.5
75.1
Rank1-14B
adaptation=score thres...
2026.01
92.4
74.6
Rank1-7B
adaptation=score thres...
2026.01
91.9
72.5
UMBRELA
adaptation=score thres...
2026.01
90.5
77.4
monoT5 3B
adaptation=score thres...
2026.01
88.7
72.7
RankLLaMA-13B
adaptation=score thres...
2026.01
84.1
76.8
RankLLaMA-7B
adaptation=score thres...
2026.01
83.4
66
monoT5 large
adaptation=score thres...
2026.01
83.3
66.8
monoT5 base
adaptation=score thres...
2026.01
77.6
57
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