RefCOCO
Benchmarks
Task NameDataset NameSOTA ResultTrendResults
R-RefCOCO
74.16mIoU
7
RefCOCO (test-B)
14.6METEOR
7
RefCOCO-g (Google)
89.22Accuracy
7
RefCOCO UMD (val)
77.08Acc (IoU@0.5)
7
FP-RefCOCOg
84.21See
6
FP-RefCOCO+
83See
6
FP-RefCOCO
83.37See Score
6
RefCOCO+ MS-COCO (testB)
74.5Accuracy
6
RefCOCO+ MS-COCO (val)
82.9Accuracy
6
RefCOCO MS-COCO (testB)
85.3Accuracy
6
RefCOCO MS-COCO (testA)
92.7Accuracy
6
RefCOCO classic RES settings (val)
47.77Pr@0.9
6
RefCOCO+
75.2Accuracy
6
RefCOCO (val)
90.4P@0.5
6
RefCOCO + g
0.901Average Score
6
RefCOCO+ (val test)
79.2cIoU
6
RefCOCO (val test)
83.4cIoU
6
MR-RefCOCO/+/g (test)
86.7cIoU (Round 2)
6
RefCOCO (test)
41.77Attention Aggregation Ratio
6
refCOCO UMD (val)
82.5mIoU
6
RefCOCO original (val)
75.24oIoU
6
RefCOCO (testB)
70.46Accuracy
5
RefCOCO (val)
74.51Accuracy
5
RefCOCOg
82.32P@0.5
5
RefCOCO+
80.17P@0.5
5