Object Detection
Benchmarks
Dataset NameSOTA methodMetricTrendResultsLast Updated
54.4mAP@0.5
6
Apr 14, 2026
0.649mAP@0.5
6
Apr 14, 2026
3.796EA
6
Apr 13, 2026
56.6mAP (0.5:0.95)
6
Apr 10, 2026
81Recall (IoU=0.25)
6
Apr 3, 2026
59.9mAP (0-shot)
6
Mar 31, 2026
548FN Count
6
Mar 31, 2026
644FN Count
6
Mar 31, 2026
61.6AP
6
Mar 31, 2026
36.5AP
6
Mar 31, 2026
73.93Success Rate (S1)
6
Mar 31, 2026
52.72Precision
6
Mar 30, 2026
59.93Precision
6
Mar 30, 2026
0.521Precision
6
Mar 30, 2026
49.38Precision
6
Mar 30, 2026
55.66Average mAP@50
6
Mar 30, 2026
63.22mAP@50 (200mm/hr Rain)
6
Mar 30, 2026
44.8mAP@50 (Fog, <50m)
6
Mar 30, 2026
43.43Performance (Gaussian)
6
Mar 30, 2026
78.58mAP@50
6
Mar 30, 2026
74.97mAP@50
6
Mar 30, 2026
87.68mAP@50
6
Mar 24, 2026
47.6mAP
6
Mar 17, 2026
93.1mAP
6
Mar 17, 2026
29.2mAP
6
Mar 16, 2026