Evidence Retrieval
Benchmarks
Dataset NameSOTA methodMetricTrendResultsLast Updated
65.7Recall@1
7
Feb 26, 2026
37.6Precision@1
7
Feb 26, 2026
53.1Prec@1
7
Feb 26, 2026
19.5MAP
7
Feb 26, 2026
41.6MAP
7
Feb 26, 2026
63.6MAP
7
Feb 26, 2026
71.4MAP
7
Feb 26, 2026
66.83Retrieval Accuracy@1
6
Jun 17, 2026
55.8Evidence Coverage Rate
6
Feb 27, 2026
61Evidence Coverage Rate
6
Feb 27, 2026
40.7Evidence Coverage Rate
6
Feb 27, 2026
55.67F1 Score
6
Feb 26, 2026
55.84F1 Score
6
Feb 26, 2026
14.1R@1
4
Jul 7, 2026
44.3Evidence Retrieval (eR)
4
Jun 1, 2026
20.16Recall@1
3
Jun 2, 2026