Image-to-Text Retrieval
Benchmarks
Dataset NameSOTA methodMetricTrendResultsLast Updated
90.8I->T@1
25
Feb 27, 2026
87.3R@1 (Clean)
24
Feb 26, 2026
84.92Rank-1
24
Apr 30, 2026
98.7R@1
23
Feb 26, 2026
63.6R@5
23
Apr 30, 2026
63.5R@5
23
Apr 30, 2026
34.4Recall@1 (zero-shot)
22
Jul 2, 2026
58.5R@1
22
Feb 26, 2026
21.3R@1
22
Apr 30, 2026
21.1Recall@1
22
Apr 30, 2026
13.3Recall@1
22
Apr 30, 2026
73.14R@1
22
Feb 26, 2026
97.9R@1
21
Feb 26, 2026
83.4R@1
20
Jun 30, 2026
2,102R@1
20
Mar 23, 2026
100ASR (ALBEF)
20
Feb 26, 2026
78.1R@1
20
Jun 1, 2026
18.12R@1
19
Jul 8, 2026
61.42R@1
19
May 12, 2026
34.9R@5
19
Apr 30, 2026
83.3R@1
19
Feb 26, 2026
50.1Recall
18
Apr 28, 2026
84.9R@1
17
Jun 1, 2026
0.449mAP
17
Feb 26, 2026
71R@1
17
Feb 26, 2026