Open-Vocabulary Segmentation
Benchmarks
DatasetSOTA methodMetricTrendResultsLast updated
69.7mIoU
55
Jun 23, 2026
38.7mIoU
40
May 20, 2026
54.3mIoU
33
Jun 23, 2026
64.5mIoU
33
Jun 23, 2026
74.3mIoU
33
Jun 23, 2026
50mIoU
33
Jun 23, 2026
36.8mIoU
33
May 12, 2026
47.47mIoU
28
Jun 23, 2026
87.1mIoU
27
Feb 26, 2026
56.5mIoU
26
Feb 26, 2026
43.3mIoU
25
Feb 26, 2026
67.9mIoU
25
Feb 26, 2026
97.4mIoU
23
Feb 26, 2026
79.52mIoU
22
Jun 23, 2026
63mIoU
19
May 6, 2026
60.5mIoU
19
May 6, 2026
49.4mIoU
19
May 6, 2026
68.17aAcc
18
Mar 18, 2026
55.98aAcc
18
Mar 18, 2026
60.45Average Accuracy (aAcc)
18
Mar 18, 2026
75.04aAcc
18
Mar 18, 2026
78.34aAcc
18
Mar 18, 2026
67.26aAcc
18
Mar 18, 2026
74.37aAcc
18
Mar 18, 2026
87.1V21 mIoU (with background)
18
Feb 26, 2026