Reasoning Segmentation
Benchmarks
DatasetSOTA methodMetricTrendResultsLast updated
79.3gIoU
382
Jul 7, 2026
73.8gIoU
287
Jul 8, 2026
76.35gIoU
47
May 25, 2026
0.733cIoU
40
Feb 26, 2026
59.4cIoU
40
Feb 26, 2026
79.3gIoU
35
Jul 8, 2026
76.86gIoU
28
Jun 11, 2026
0.719gIoU
22
May 22, 2026
77.7gIoU
22
May 22, 2026
48gIoU (overall)
21
Feb 26, 2026
42.3gIoU (overall)
16
Feb 26, 2026
26Mean IoU
14
Mar 5, 2026
56.4IoU
14
Mar 5, 2026
56.8Discriminative gIoU
12
Jun 9, 2026
79.85gIoU
12
Jun 4, 2026
80.48gIoU
12
Jun 4, 2026
82.7gIoU
12
Jun 4, 2026
61.55gIoU
12
Jun 4, 2026
57.9gIoU
12
May 25, 2026
62.6gIoU
12
May 25, 2026
74.9gIoU
12
May 25, 2026
62.8Attribute Reasoning gIoU
12
Apr 20, 2026
63.5gIoU
11
Apr 3, 2026
67.24Accuracy
10
Jun 19, 2026
60.3gIoU
10
Apr 3, 2026