Referring Expression Segmentation
Benchmarks
Dataset NameSOTA methodMetricTrendResultsLast Updated
17.12Inference Latency (ms)
8
Apr 20, 2026
87.1Macro F1
8
Mar 31, 2026
69.2L0: Simple Objects Accuracy
8
Mar 31, 2026
50.97gIoU
8
Feb 26, 2026
60.2gIoU (Semantic)
8
Feb 26, 2026
62.84cIoU
8
Feb 26, 2026
74.7oIoU
8
Feb 26, 2026
72.5oIoU
8
Feb 26, 2026
90.9cIoU
7
May 27, 2026
67.8mIoU
7
May 7, 2026
32.4mIoU
7
Feb 26, 2026
15.53gIoU
7
Feb 26, 2026
65cIoU
7
Mar 19, 2026
30.5mIoU
7
Feb 26, 2026
53.7mIoU
6
Apr 20, 2026
47.77Pr@0.9
6
Mar 20, 2026
45.75mIoU
6
Feb 26, 2026
68.89gIoU
6
Feb 26, 2026
81.4cIoU
6
Feb 26, 2026
79.2cIoU
6
Feb 26, 2026
83.4cIoU
6
Feb 26, 2026
64.55N-Accuracy
6
Feb 26, 2026
74.4Accuracy
5
May 26, 2026
85.5Accuracy
5
May 26, 2026
42.1mIoU
5
Feb 26, 2026