Instance Segmentation
Benchmarks
Dataset NameSOTA methodMetricTrendResultsLast Updated
81.5AP (Box)
9
Feb 26, 2026
34.9AP
9
Feb 26, 2026
51.9mIoU
8
Jul 2, 2026
70APmask
8
Jun 25, 2026
38.6AP (Overall)
8
Jun 11, 2026
40.9mAP
8
May 19, 2026
68.56AP @ 0.50
8
Apr 23, 2026
89.5MACs (G)
8
Mar 31, 2026
46.3mAP@0.25
8
Mar 4, 2026
35.9mAP50 (Constrained Novel)
8
Feb 27, 2026
88.1F1 Score
8
Feb 26, 2026
46.1AP
8
Feb 26, 2026
65.2mAP
8
Feb 26, 2026
58.8mAP
8
Feb 26, 2026
68.4mAP
8
Feb 26, 2026
59.3mAP
8
Feb 26, 2026
78.5mAP
8
Feb 26, 2026
55.1mAP (%)
8
Feb 26, 2026
42.8AP (Base)
8
Feb 27, 2026
63.61PQ
8
Feb 26, 2026
68mIoU
8
Feb 26, 2026
63.8AP
8
Feb 26, 2026
56.1AJI
8
Feb 26, 2026
56.72AJI
8
Feb 26, 2026
34.4Person AP
8
May 19, 2026