Referring Expression Grounding
Benchmarks
Dataset NameSOTA methodMetricTrendResultsLast Updated
89.5Accuracy
41
Jun 9, 2026
95Accuracy
41
Jun 9, 2026
90Accuracy
37
Jun 9, 2026
83.5Accuracy
23
Jun 9, 2026
92.8Accuracy
23
Jun 9, 2026
38.6Full Success Rate
20
Mar 16, 2026
88.77Accuracy
20
Jun 8, 2026
92.64Accuracy
20
Jun 8, 2026
84.1mAP
18
Mar 16, 2026
89.8Accuracy (IoU=0.5)
18
Jun 9, 2026
87.1Acc@0.5
18
Jun 9, 2026
77.1Accuracy (avg)
18
Feb 26, 2026
87.7Accuracy (Box)
18
Feb 26, 2026
88Accuracy
15
Jun 8, 2026
90.6Acc@0.5
14
Feb 26, 2026
46.13Accuracy
10
Feb 26, 2026
90.91HBar Precision
9
May 11, 2026
32.2Score
8
Apr 7, 2026
88.97Accuracy
8
Feb 26, 2026
88.42Accuracy
8
Feb 26, 2026
94.6Accuracy (Overall)
7
Feb 26, 2026
89.22Accuracy
7
Feb 26, 2026
74.22Accuracy
7
Feb 26, 2026
70.1IoU (%)
6
Feb 26, 2026
69.3P@1
6
Feb 26, 2026