Open World Object Detection
Benchmarks
DatasetSOTA methodMetricTrendResultsLast updated
62.6mAP (Current known)
42
Jul 7, 2026
65.1U-Recall
36
Jul 7, 2026
76.9mAP (Current Known)
29
Jul 7, 2026
50.7mAP (Previous)
15
Apr 1, 2026
68.7U-Recall
15
Apr 1, 2026
50.5mAP (Previous)
15
Apr 1, 2026
45.4mAP (Previously Known)
15
Feb 27, 2026
51.2mAP (Known Before)
15
Feb 27, 2026
67.6mAP (Known)
15
Feb 27, 2026
46.3U-Recall
14
Jul 7, 2026
41.9U-Recall
14
Jul 7, 2026
44.4mAP
13
Mar 9, 2026
28.3U-R
13
Mar 9, 2026
24.8U-R
13
Mar 9, 2026
22.6U-Recall
13
Mar 9, 2026
24U-Recall
13
Feb 27, 2026
82.8FSS
9
Feb 26, 2026
73.63FSS Score
9
Feb 26, 2026
98.51FSS
9
Feb 26, 2026
98.96FSS
9
Feb 26, 2026
44.3U-Recall
7
Feb 26, 2026
32.6U-Recall
7
Feb 26, 2026
6.03WI
7
Feb 26, 2026
32.52mAP (Previously Known)
4
Feb 26, 2026
0.028WI
4
Feb 26, 2026