Few-shot Object Detection
Benchmarks
DatasetSOTA methodMetricTrendResultsLast updated
281ArTaxOr Score
200
Mar 31, 2026
61.8mAP
65
Feb 26, 2026
30.2mAP
37
Feb 26, 2026
45.8nAP (Novel)
34
Feb 26, 2026
44nAP
34
Feb 26, 2026
34nAP
31
Feb 26, 2026
24.5mAP
26
Feb 26, 2026
16.4AP (IoU 0.5:0.95)
19
Feb 26, 2026
35.3nAP
17
Feb 26, 2026
79.1AP50
16
Feb 26, 2026
13.7Novel AP
14
Feb 27, 2026
72.6AP50
11
Feb 26, 2026
16.4novel AP
5
Feb 26, 2026
17.2nmAP
4
Feb 26, 2026
11.5nmAP
4
Feb 26, 2026
78.2AP50
4
Feb 26, 2026