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Benchmarks
System ranking correlation on TREC-DL 21
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0.921
MAP@100
UMBRELA
0.8534
0.87095
0.8885
0.90605
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
0.921
0.868
monoT5 3B
adaptation=score thres...
2026.01
0.902
0.842
Rank1-14B
adaptation=score thres...
2026.01
0.889
0.822
Rank1-32B
adaptation=score thres...
2026.01
0.882
0.835
Rank1-7B
adaptation=score thres...
2026.01
0.881
0.844
monoT5 base
adaptation=score thres...
2026.01
0.872
0.784
monoT5 large
adaptation=score thres...
2026.01
0.87
0.814
RankLLaMA-7B
adaptation=score thres...
2026.01
0.86
0.799
RankLLaMA-13B
adaptation=score thres...
2026.01
0.856
0.836
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