Open-vocabulary object detection
Benchmarks
Dataset NameSOTA methodMetricTrendResultsLast Updated
40.9AP Novel
71
May 28, 2026
40.1APr
57
Jun 9, 2026
47.2AP_r^b
54
Feb 26, 2026
39.5APr
50
Mar 24, 2026
47.8AP@50 (Novel)
31
Mar 19, 2026
47.1AP50 (Novel)
28
Apr 6, 2026
42.1APr
26
May 26, 2026
29.4APr
24
Jun 5, 2026
52.9Score (Hard Difficulty)
16
May 19, 2026
44.3AP@50 (Novel)
14
Feb 26, 2026
43.1Novel AP50
14
Feb 27, 2026
19.47mAP@0.5
13
Mar 31, 2026
55.8AP
13
Feb 26, 2026
67.23AP50 (All)
13
Feb 26, 2026
55.5AP
12
Feb 26, 2026
17.8mAP@0.5 (Gauss)
11
Mar 31, 2026
41.3Novel-class mAP50
11
Mar 31, 2026
31APr
10
Feb 26, 2026
29.3AP (rare, box)
9
Feb 27, 2026
29.39mAP (PL)
8
Apr 24, 2026
42.1AP (Novel)
5
Apr 6, 2026
7.6mAP
5
Mar 31, 2026
9mAP
5
Mar 31, 2026
36.3mAP (Novel)
3
Feb 27, 2026
67Novel AP
3
Feb 27, 2026