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Benchmarks
System ranking correlation on TREC-DL 20
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0.93
MAP@100
UMBRELA
0.7896
0.82605
0.8625
0.89895
Jan 8, 2026
MAP@100
MRR@10
Updated 4d ago
Evaluation Results
Method
Method
Links
MAP@100
MRR@10
UMBRELA
adaptation=score thres...
2026.01
0.93
0.837
Rank1-32B
adaptation=score thres...
2026.01
0.89
0.83
Rank1-14B
adaptation=score thres...
2026.01
0.887
0.82
Rank1-7B
adaptation=score thres...
2026.01
0.884
0.795
RankLLaMA-7B
adaptation=score thres...
2026.01
0.877
0.664
RankLLaMA-13B
adaptation=score thres...
2026.01
0.876
0.651
monoT5 3B
adaptation=score thres...
2026.01
0.868
0.752
monoT5 large
adaptation=score thres...
2026.01
0.832
0.714
monoT5 base
adaptation=score thres...
2026.01
0.795
0.668
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