Semantic segmentation
Benchmarks
Dataset NameSOTA methodMetricTrendResultsLast Updated
94.04IoU (Background)
5
Jun 5, 2026
94.45aAcc (Average Accuracy)
5
Jun 5, 2026
93.89IoU (Background)
5
Jun 5, 2026
50.5mIoU
5
Jun 4, 2026
60.4Cityscapes Score
5
Jun 2, 2026
66.4mIoU
5
May 28, 2026
45.72mIoU
5
May 25, 2026
97.6Nucleus Segmentation IoU
5
May 20, 2026
13.8mIoU-fg
5
May 19, 2026
39.6mIoU
5
May 6, 2026
65.88DSC
5
Apr 29, 2026
14.3Parameters (M)
5
Apr 28, 2026
82.64OA
5
Apr 23, 2026
85.13Overall Accuracy (OA)
5
Apr 23, 2026
37.9mIoU
5
Apr 20, 2026
88.58Dice Score
5
Apr 16, 2026
87.39Dice Score
5
Apr 16, 2026
99.35IoU B
5
Apr 14, 2026
81.21mIoU
5
Mar 31, 2026
87.39mIoU
5
Mar 31, 2026
34.5mIoU
5
Mar 24, 2026
50.8mIoU
5
Mar 24, 2026
71.8mIoU
5
Mar 24, 2026
57.1mIoU
5
Mar 24, 2026
61.8mIoU
5
Mar 24, 2026