Incremental Object Detection
Benchmarks
DatasetSOTA methodMetricTrendResultsLast updated
89.1mAP
46
Jul 7, 2026
81.2mAP (Old Classes)
23
Jul 7, 2026
43.4AP
19
Mar 4, 2026
44.3AP
19
Mar 4, 2026
78mAP
16
Mar 4, 2026
52.9AP
13
Mar 4, 2026
51.8AP
13
Mar 4, 2026
74mAP
13
Jul 7, 2026
75mAP (Old)
11
Jun 16, 2026
59.4mAP@A
11
Mar 4, 2026
88.4AP50 (Classes 1-10)
11
Mar 4, 2026
91.2AP50 (Classes 1-15)
11
Mar 4, 2026
65.7mAP@P
9
Mar 4, 2026
77.2mAP@P
9
Mar 4, 2026
79.1mAP@C
9
Mar 4, 2026
42.3Score (60-80)
9
Mar 4, 2026
42.9AP (IoU 70-80)
8
Jun 16, 2026
42.8AP (60-80)
8
Jun 16, 2026
56.8AP
7
Feb 26, 2026
58.3AP
7
Feb 26, 2026
45.6mAP^C
6
May 21, 2026
39.4mAP^A
6
May 21, 2026
42.4mAP (All)
6
May 21, 2026
50.9mAP^C
6
May 21, 2026
32.4AP
4
Feb 26, 2026