Semantic segmentation
Benchmarks
Dataset NameSOTA methodMetricTrendResultsLast Updated
47.99Accuracy
2
Feb 26, 2026
68.85mIoU
2
Feb 26, 2026
55.09mIoU
2
Feb 26, 2026
69.8mIoU
2
Feb 26, 2026
49.35mIoU (Fold 0)
2
Feb 26, 2026
44.2mIoU
2
Feb 26, 2026
69.9mIoU
2
Feb 26, 2026
53.03Mean IoU
2
Feb 26, 2026
90.3Pixel Accuracy
2
Feb 26, 2026
82mIoU
1
Jul 9, 2026
84mIoU
1
Jul 9, 2026
85mIoU
1
Jul 9, 2026
70mIoU
1
Jul 9, 2026
96.1mIoU
1
Jun 4, 2026
11.89mIoU (All Classes)
1
Jun 2, 2026
23.83mIoU (All Classes)
1
Jun 2, 2026
15.05mIoU (All Classes)
1
Jun 2, 2026
38.36mIoU (All-pixel)
1
Jun 2, 2026
36.73mIoU (All-pixel)
1
Jun 2, 2026
-9.01Observed Performance Dice Delta
1
May 11, 2026
38mIoU (novel)
1
Apr 23, 2026
92.58Total PA
1
Mar 25, 2026
98.674Mean Accuracy
1
Mar 17, 2026
98.2Accuracy
1
Mar 17, 2026
99.25Background IoU
1
Mar 17, 2026