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Benchmarks
Open-domain Retrieval on NQ
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78.4
Recall@20
DPR
8.824
26.887
44.95
63.013
Jun 5, 2023
Recall@20
Recall@5
Recall@100
Updated 4d ago
Evaluation Results
Method
Method
Links
Recall@20
Recall@5
Recall@100
DPR
Supervision=Supervised
2023.06
78.4
-
85.4
ReContriever
Supervision=Unsupervised
2023.06
69.4
50.3
82.6
Spider
Supervision=Unsupervised
2023.06
68.3
49.6
81.2
Contriever (reproduced)
Supervision=Unsupervised
2023.06
68.3
48.9
81.4
Contriever
Supervision=Unsupervised
2023.06
67.8
47.3
80.6
BM25
Supervision=Unsupervised
2023.06
62.9
43.8
78.3
coCondenser
Supervision=Unsupervised
2023.06
46.8
28.9
63.5
RetroMAE
Supervision=Unsupervised
2023.06
40.1
23
58.8
SimCSE
Supervision=Unsupervised
2023.06
11.5
5.4
23
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