RefCOCO+
Benchmarks
Task NameDataset NameSOTA ResultTrendResults
RefCOCO+ (test)
38.44Attention Aggregation Ratio
6
refCOCO+ UMD (val)
78.8IoU
6
RefCOCO+ (testB)
26.4Meteor
6
RefCOCO+ (testA)
30.8Meteor
6
RefCOCO+ (testB)
48.68Accuracy
5
RefCOCO+ (testA)
64.15Accuracy
5
RefCOCO+ (val)
56.44Accuracy
5
RefCOCO+ (testB)
80.5P@0.5
5
refCOCO+ UMD (testB)
63.9IoU
5
RefCOCO+ Avg
85.8Accuracy @ IoU 0.5
4
RefCOCO+ avg
85.78Accuracy
4
RefCOCO+ (test)
76.9gIoU
4
FP-RefCOCO+ augmented (val)
54.54Segment Score
4
RefCOCO+ (val)
56.42Score
4
RefCOCO+ (testB)
43.8CIDEr
4
RefCOCO+ (val)
36.8CIDEr
4
RefCOCO+ (testB)
21.23mIoU
4
RefCOCO+ (test)
74.22Accuracy
4
refCOCO+ (val)
81.6Accuracy
3
RefCOCO+ FP (test)
80See Score
3
RefCOCO+ unseen (test)
48.11mIoU
3
RefCOCO+ seen (test)
66.35mIoU
3
RefCOCO+ unseen (val)
51.24mIoU
3
RefCOCO+ seen (val)
67.44mIoU
3
RefCOCO+
50oIoU
1