RefCOCO
Benchmarks
Task NameDataset NameSOTA ResultTrendResults
RefCOCO
87.64P@0.5
5
RefCOCO+ (testA)
89.1P@0.5
5
RefCOCO+ (val)
84.6P@0.5
5
RefCOCO (testB)
87.8P@0.5
5
RefCOCO (testA)
93.1P@0.5
5
FP-RefCOCO+ (val)
85.1See Rate
5
FP-RefCOCO (val)
85.86See
5
refCOCO+ UMD (testA)
0.75mIoU
5
refCOCO UMD (testB)
76.2mIoU
5
refCOCO UMD (testA)
81.2IoU
5
RefCOCOg
89.1Precision@1
5
RefCOCO+
86.3Precision@1
5
RefCOCO
92.6Precision@1
5
RefCOCO
93.8Accuracy
5
RefCOCO Avg
90.8Accuracy@0.5
4
RefCOCO (val)
90.5Accuracy @ IoU=0.5
4
RefCOCOg
65CIDEr
4
RefCOCO
288.6rSum
4
RefCOCO
59Recall@1
4
RefCOCO
63.8R@1
4
RefCOCO cleaned
82.42Top-1 Accuracy
4
RefCOCO
91.9Score
4
RefCOCO series
77.73RefCOCO Test Score
4
RefCOCO 142K image-text samples
86.7P@0.5
4
FP-RefCOCO augmented (val)
61.5Segment IoU
4