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TREC DL

Benchmarks

Task NameDataset NameSOTA ResultTrend
RetrievalTREC DL 2019
NDCG@1075.2
71
Information RetrievalTREC DL'19
nDCG@1077
40
RetrievalTREC-DL aggregate (test)
NDCG@1057.52
38
Passage RankingTREC DL 2019 (test)
NDCG@1073.4
33
Information RetrievalTREC DL'20
AP@10053.4
28
Passage RankingTREC DL 2020
R@10100
28
Passage RankingTREC DL 2019
R@10100
28
Document rankingTREC DL Track 2020 (test)
nDCG@100.693
26
Passage RankingTREC DL 2019
NDCG@100.751
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
Information RetrievalTREC DL20
NDCG@1062.86
19
Passage RankingTREC DL 2020
NDCG@100.729
16
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
Document RerankingTREC DL
NDCG@10 (DL19)74.79
13
Information Retrieval DefenseTREC DL 2019 (test)
Query+97.6
10
Defense against empirical attacksTREC DL 2019
Query+97.6
10
Relevance Judgment AgreementTREC-DL 2023 (test)
Cohen's Kappa0.418
9
Relevance Judgment AgreementTREC-DL 2022 (test)
Cohen's Kappa0.43
9
Relevance Judgment AgreementTREC-DL 2021 (test)
Cohen's Kappa0.492
9
Relevance Judgment AgreementTREC-DL 2020 (test)
Cohen's Kappa0.455
9
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