Multimodal Retrieval
Benchmarks
DatasetSOTA methodMetricTrendResultsLast updated
788.1Classification Score
94
May 4, 2026
78.2Overall Score
37
Jun 11, 2026
97.8Recall (EN)
35
Feb 26, 2026
15.27Recall@1
30
Mar 25, 2026
47.3Recall@1
27
Apr 15, 2026
71.8Recall@1
27
Apr 15, 2026
79.3Score (Art Domain)
23
Jun 12, 2026
6.8Recall@1 (Video -> Text)
19
Apr 14, 2026
76.1CLS (Hit@1)
18
Apr 27, 2026
61.2Classification
18
Apr 16, 2026
68.1Overall Score
15
Mar 4, 2026
51.6CLS Accuracy
15
Mar 4, 2026
68.3Recall@5
15
Feb 26, 2026
72.6R@1
13
May 18, 2026
76.3R@1
13
May 18, 2026
91.7R@1
13
May 18, 2026
78.3R@1
13
May 18, 2026
88.8R@1
13
May 18, 2026
80.3Recall@1
13
May 18, 2026
87.4R@1
13
May 18, 2026
62.8Alpha-nDCG
10
Feb 26, 2026
371Total Time (ms)
10
Feb 26, 2026
32.8Target Object Recall@5
9
Feb 26, 2026
32.1Recall (I→I)
7
Mar 4, 2026
82.17MRR
7
Feb 26, 2026