Text-to-Image Retrieval
Benchmarks
Dataset NameSOTA methodMetricTrendResultsLast Updated
53.98R@1
51
May 8, 2026
78.7R@1
49
Feb 26, 2026
84.4Recall@1
48
Jun 30, 2026
42.8R@1
48
Feb 26, 2026
94mAP@50
47
Jun 2, 2026
1mR
47
Apr 23, 2026
54.1R@1
45
Jul 3, 2026
13.62R@1
44
Mar 31, 2026
93.9Recall@5
43
May 12, 2026
98.9R@1
40
Apr 15, 2026
68.9R@1
40
Feb 26, 2026
91R@1
35
Jul 3, 2026
98.6R@1
33
Feb 26, 2026
95.2R@1
28
May 13, 2026
52.5R@1
28
Feb 26, 2026
80.3Recall@1
28
Feb 26, 2026
4,610R@1
28
Jun 30, 2026
43.1R@1
28
Apr 9, 2026
43.5Recall@1
28
Feb 26, 2026
79.5mAP@50
27
May 18, 2026
17.79Recall@1
27
Mar 4, 2026
22.71R@1
27
Feb 26, 2026
59.9R@1
26
Feb 26, 2026
13.58R@1
25
May 18, 2026
84.6R@5
25
Feb 26, 2026