Referring Expression Comprehension
Benchmarks
DatasetSOTA methodMetricTrendResultsLast updated
84.94Top-1 Acc
12
Feb 26, 2026
74.71Top-1 Acc
12
Feb 26, 2026
93.4Precision@0.5
12
Feb 26, 2026
83.35Accuracy
12
Feb 26, 2026
81.8Acc@0.50
11
Mar 13, 2026
80.4Acc@0.50
11
Mar 13, 2026
87.1Precision
11
Jul 8, 2026
91.2Precision@0.5
11
Feb 26, 2026
54.8Pr(F1=1, IoU>=0.5)
11
Feb 26, 2026
62.1Precision (F1=1, IoU>=0.5)
11
Feb 26, 2026
88.3P@0.5
10
Feb 26, 2026
26Accuracy (s)
10
Feb 26, 2026
21.9Accuracy (short)
10
Feb 26, 2026
22.9Accuracy (Short)
10
Feb 26, 2026
74.19Instance IoU
9
Jun 17, 2026
89.5Accuracy
9
Feb 26, 2026
82.1Accuracy
9
Feb 26, 2026
92.6RefCOCO Score
8
Feb 26, 2026
82.9Accuracy (RefCOCOg)
7
Jun 9, 2026
82Accuracy
7
Jun 9, 2026
88.1Accuracy
7
Jun 9, 2026
74.8Accuracy
7
Feb 26, 2026
81.2Acc@0.5
6
May 18, 2026
83.67Acc@0.5
6
May 18, 2026
75.2Accuracy
6
Mar 6, 2026