Semantic segmentation
Benchmarks
Dataset NameSOTA methodMetricTrendResultsLast Updated
62.09mIoU Overall
15
Feb 26, 2026
80.9mIoU
15
Mar 9, 2026
50.8mIoU
15
Feb 26, 2026
51.1mIoU (Classes 1-50)
15
Feb 26, 2026
90.8mIoU
14
Jul 7, 2026
48.1mIoU
14
Jun 23, 2026
38.32mIoU
14
Jun 4, 2026
166.4FPS
14
May 26, 2026
49.39mIoU
14
May 25, 2026
65.4mIoU
14
May 18, 2026
60.28mIoU
14
May 6, 2026
84.05Accuracy
14
Apr 14, 2026
72.83mIoU
14
Apr 7, 2026
81.2mIoU (All Classes)
14
Apr 6, 2026
66.63mIoU
14
Jun 1, 2026
70.18F1 Score (water)
14
Mar 25, 2026
77.8IoU (No Plastic)
14
Mar 17, 2026
36.2IoU (other)
14
Mar 17, 2026
71.4RGB mAcc
14
Mar 11, 2026
27.55mIoU
14
Mar 10, 2026
0.033ECE
14
Feb 26, 2026
0.047ECE
14
Feb 26, 2026
82.7mIoU (MS)
14
Feb 26, 2026
0.763mIoU
14
Mar 26, 2026
61.54mIoU
14
May 19, 2026