Passage Ranking
Benchmarks
DatasetSOTA methodMetricTrendResultsLast updated
77.1MRR@10
75
Jun 26, 2026
73.4NDCG@10
33
Feb 26, 2026
0.751NDCG@10
32
Apr 7, 2026
52.76MRR
29
Feb 26, 2026
100R@10
28
Feb 26, 2026
100R@10
28
Feb 26, 2026
63.97R@10
28
Feb 26, 2026
0.729NDCG@10
24
Apr 7, 2026
0.723NDCG@10
15
Feb 26, 2026
0.359MRR@10
12
Feb 26, 2026
46.8Biology Score
11
Apr 23, 2026
36.5MAP
7
Feb 26, 2026
89.2MRR@10
5
Jun 26, 2026
0.806MRR
5
Feb 26, 2026
78.87MRR
5
Feb 26, 2026
36.8MRR@10
5
Feb 26, 2026
0.401MRR@10
4
Jun 15, 2026
34.6Peak Memory (GB)
4
May 29, 2026
98.7Recall@1000
4
May 20, 2026
89.2MRR@10
3
Jun 26, 2026
38.3MRR@10
3
Jun 26, 2026
100Coverage
3
May 7, 2026
0.206MRR@10
3
Feb 26, 2026
20.2MRR@10
3
Feb 26, 2026
0.211MRR@10
3
Feb 26, 2026