Instance Segmentation
Benchmarks
DatasetSOTA methodMetricTrendResultsLast updated
50.3APm
1,304
Jul 3, 2026
55APmk
520
Jun 19, 2026
58.4APM
380
Feb 26, 2026
54.8APmask
301
Jun 26, 2026
53AP (Overall)
253
Feb 26, 2026
50.6AP
247
Jun 11, 2026
53APm
236
May 13, 2026
48.3AP (Rare)
189
Feb 27, 2026
59.2mAP
183
May 19, 2026
77.6mAP @0.5
173
Feb 26, 2026
47.9mAP Mask
123
Jul 7, 2026
40.1AP (Overall)
122
Feb 26, 2026
59.9mPQ
120
Feb 26, 2026
53mAP (Mask)
81
Jun 4, 2026
53.7AP^m
72
Mar 16, 2026
45.3mAP@50
72
Mar 27, 2026
50.8AP
65
Mar 16, 2026
44.2mAP
62
Mar 27, 2026
22.1APr
58
Feb 26, 2026
75.9mAP@0.5
58
Feb 27, 2026
46.2APm
48
May 13, 2026
83.41mIoU
48
Mar 4, 2026
53.1AP Mask @ IoU=0.75
46
Mar 20, 2026
34.4APr
46
Jun 4, 2026
38.3mAP@[.5:.95]
46
Feb 26, 2026