Referring Expression Comprehension
Benchmarks
Dataset NameSOTA methodMetricTrendResultsLast Updated
87.99Accuracy
17
Feb 26, 2026
87.43Accuracy
17
Feb 26, 2026
90.28Accuracy
17
Feb 26, 2026
94.86Accuracy
17
Feb 26, 2026
92.99Accuracy
17
Feb 26, 2026
81.99Top-1 Accuracy
17
Feb 26, 2026
51.36Accuracy@0.5
16
Apr 21, 2026
78.61Accuracy
15
Feb 26, 2026
94.1F1 (RefCOCO)
14
May 26, 2026
80.42Accuracy
14
Feb 26, 2026
86.18Precision@0.5 IoU
14
Feb 26, 2026
73.41Prec@0.5 IoU
14
Feb 26, 2026
84.45Prec@0.5 IoU
14
Feb 26, 2026
79.74Precision@0.5 IoU
14
Feb 26, 2026
87.17Precision@0.5 IoU
14
Feb 26, 2026
92.08Precision@0.5 IoU
14
Feb 26, 2026
89.16Precision@0.5 IoU
14
Feb 26, 2026
87Score
13
May 13, 2026
85.5Score
13
May 13, 2026
89.5Score
13
May 13, 2026
95.2Precision @ IoU 0.3
13
Mar 30, 2026
84.15Top-1 Acc
13
Feb 26, 2026
87.4Top-1 Accuracy
13
Feb 26, 2026
82.35Top-1 Accuracy
13
Feb 26, 2026
85.99Top-1 Accuracy
13
Feb 26, 2026