Open-Vocabulary Segmentation
Benchmarks
Dataset NameSOTA methodMetricTrendResultsLast Updated
40.15mIoU
16
May 26, 2026
43.21mIoU
16
May 26, 2026
54.19mIoU
16
May 26, 2026
54.3mIoU
14
Feb 26, 2026
64.6mIoU
12
Feb 26, 2026
94.5mIoU
8
Mar 10, 2026
93.5mIoU
7
Mar 10, 2026
39.2AP Unseen
6
May 18, 2026
7.1AP Unseen
6
May 18, 2026
23.7mIoU
6
Feb 26, 2026
47.1W-F1
6
Feb 26, 2026
23W-F1
6
Feb 26, 2026
40.2W-F1
6
Feb 26, 2026
96.8mIoU (Bed)
5
Mar 19, 2026
54.2LSeg mIoU
5
Feb 26, 2026
51.3LSeg mIoU
5
Apr 14, 2026
46.92mIoU
4
May 26, 2026
48.12mIoU
4
May 26, 2026
92.1mIoU
4
Feb 26, 2026
50.7AP
3
Jun 4, 2026
31.1PQ
3
Feb 26, 2026