Semantic segmentation
Benchmarks
Dataset NameSOTA methodMetricTrendResultsLast Updated
0.007Boundary Error (BdryE)
6
May 13, 2026
67.4mDICE
6
May 13, 2026
51mDICE
6
May 13, 2026
81.35mDICE
6
May 13, 2026
83.9DSC
6
Apr 29, 2026
93.7Accuracy
6
Apr 28, 2026
66.1pmF1
6
Apr 23, 2026
31.1Accuracy (Day->Night)
6
Apr 21, 2026
99.59mDice
6
Apr 20, 2026
77.82mDice
6
Apr 20, 2026
52.1mIoU
6
Apr 14, 2026
83.61mIoU
6
Apr 7, 2026
71.23mIoU
6
Apr 7, 2026
97.05Overall Accuracy
6
Mar 25, 2026
69.27mIoU
6
Mar 24, 2026
64.57mIoU
6
Mar 24, 2026
65.4mIoU
6
Mar 24, 2026
49.7Accuracy
6
Mar 19, 2026
53.4Accuracy
6
Mar 19, 2026
77.1mIoU (Class)
6
Mar 18, 2026
76.58IoU (Context)
6
Mar 18, 2026
82.08IoU (C)
6
Mar 18, 2026
99.97Dice (Unlabeled)
6
Mar 17, 2026
0.385mIoU
6
Mar 16, 2026
58mIoU
6
Mar 16, 2026