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TREC DL

Benchmarks

Task NameDataset NameSOTA ResultTrend
RetrievalTREC DL 2019
NDCG@1075.2
83
Document rankingTREC DL Track 2020 (test)
nDCG@100.693
63
Information RetrievalTREC DL'19
nDCG@1077
61
Utility JudgmentTREC DL
F1 Score63.18
51
Information RetrievalTREC DL20
NDCG@1075.6
50
RetrievalTREC-DL aggregate (test)
NDCG@1057.52
38
Information RetrievalTREC DL 2020
nDCG@1075.4
33
Passage RankingTREC DL 2019 (test)
NDCG@1073.4
33
Passage RankingTREC DL 2019
NDCG@100.751
32
Information RetrievalTREC DL'20
AP@10053.4
28
Passage RankingTREC DL 2020
R@10100
28
Passage RankingTREC DL 2019
R@10100
28
Passage RankingTREC DL 2020
NDCG@100.729
24
Web Search RetrievalTREC DL 20
nDCG@1077.9
22
Web Search RetrievalTREC DL 19
nDCG@1077.6
22
Pointwise RankingTREC DL 2020 (test)
nDCG@100.6594
19
RankingTREC DL
NDCG@583.12
18
Information RetrievalTREC DL Hard
mAP@1k25
16
Information RetrievalTREC DL 2019
mAP@1k46.6
16
Document RerankingTREC DL 20
NDCG@575.85
15
Document RerankingTREC DL 19
NDCG@579.15
15
Information RetrievalTREC DL 2020 (test)
NDCG@100.8012
15
Passage RankingTREC DL 2020 (test)
NDCG@100.723
15
Passage RetrievalTREC DL 2020 (evaluation)
NDCG@100.7178
14
Passage RetrievalTREC DL 2019 (evaluation)
NDCG@100.7235
14
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