Vehicle Detection
Benchmarks
DatasetSOTA methodMetricTrendResultsLast updated
78.793D AP
28
Feb 26, 2026
0.7033D AP
22
Feb 26, 2026
90.08AP (car)
15
Feb 26, 2026
93.27Detection AP (Easy)
13
May 19, 2026
91.4AP50
12
Mar 23, 2026
98.3AP50
12
Mar 23, 2026
78.4AP L1 3D
11
Feb 26, 2026
48.5AP (0.5:0.95)
10
Feb 26, 2026
140.07FID
8
Feb 26, 2026
56.34FID
8
Feb 26, 2026
96.95AP
7
May 13, 2026
94.5F1 Score
7
Mar 6, 2026
92.2AP (IoU=0.5)
5
Feb 26, 2026
99.437Accuracy (Test)
3
Mar 11, 2026
98.959Accuracy
3
Mar 11, 2026
98.588Accuracy
3
Mar 11, 2026
98.99Accuracy
2
Mar 11, 2026
0.75Precision
1
Feb 26, 2026
84.3Conformal Coverage
1
Feb 26, 2026