Referring Segmentation
Benchmarks
Dataset NameSOTA methodMetricTrendResultsLast Updated
86.3cIoU
96
Jul 8, 2026
87.5cIoU
95
Jul 8, 2026
84CIoU
72
May 22, 2026
0.842cIoU
72
Jul 8, 2026
80.1cIoU
68
Jul 8, 2026
83.7cIoU
66
Jul 8, 2026
81.9cIoU
52
Jul 8, 2026
72.57gIoU
31
Mar 19, 2026
76.4cIoU
29
Jul 8, 2026
76cIoU
27
Jul 8, 2026
68.24mIoU
25
Jun 2, 2026
83.8cIoU
25
Jul 8, 2026
75cIoU
24
Jul 8, 2026
30.12cIoU
20
Jun 25, 2026
82cIoU
12
Jul 8, 2026
78.7mIoU
11
Jul 8, 2026
82.3mIoU
11
Jul 8, 2026
68.4gIoU
10
Apr 16, 2026
85.1cIoU
9
Jul 8, 2026
78.3mIoU
9
May 28, 2026
81.91CMS Factual
9
Apr 24, 2026
54.76Segment Score
9
Apr 24, 2026
59.57Segment Score
9
Apr 24, 2026
67.5IoU
7
Jul 8, 2026
76.9IoU
7
Jul 8, 2026