Text-to-Image Retrieval
Benchmarks
Dataset NameSOTA methodMetricTrendResultsLast Updated
42.6Recall@5
8
Feb 26, 2026
0.133R@1 (T2I)
8
Feb 26, 2026
22.7R@1 (Txt2Img)
8
Feb 26, 2026
60.1R@1
8
Feb 26, 2026
79.1R@1
8
Feb 26, 2026
84.4R@1
8
Feb 26, 2026
37.5Recall@1
7
Apr 23, 2026
35.03Recall@1
7
Apr 21, 2026
66.8Count Accuracy
7
Mar 27, 2026
8.89R@1
7
Feb 27, 2026
93.3R@10
7
Feb 26, 2026
45.1R@1
7
Mar 4, 2026
92.1R@1
7
Feb 27, 2026
30.1Recall@1
7
Feb 26, 2026
0.892mAP (32 bits)
6
Jun 26, 2026
0.885mAP
6
Jun 2, 2026
59.73R@1
6
May 27, 2026
0.774R@1
6
May 27, 2026
15.3R@1
6
May 11, 2026
25.8R@1
6
Apr 14, 2026
66.4Recall@1
6
Mar 31, 2026
79.6Recall@5
6
Mar 31, 2026
89.973R@1
6
Mar 4, 2026
83.3Recall@10
6
Mar 4, 2026
55Recall@10
6
Mar 4, 2026