RefCOCO
Benchmarks
Task NameDataset NameSOTA ResultTrendResults
RefCOCO, RefCOCO+, RefCOCOg Average
100Avg Compression Retention Rate
4
RefCOCOg U (val)
62.71Score
4
RefCOCO (val)
75.61Score
4
RefCOCO+ (testA)
22.8CIDEr
4
RefCOCO (testB)
53.6CIDEr
4
RefCOCO (testA)
19.5CIDEr
4
RefCOCO (val)
38.2CIDEr
4
RefCOCO (test)
81.2Accuracy
4
RefCOCO
92.6Overall Score
3
RefCOCO
51.4Acc@50
3
Refcoco/+/g (combined)
0.483D IoU
3
Refcoco+
53Proj. IoU
3
Refcoco
0.59Proj. IoU
3
RefCOCO unseen (test)
59.03mIoU
3
RefCOCO seen (test)
0.746mIoU
3
RefCOCO unseen (val)
63.17mIoU
3
RefCOCO seen (val)
75.52mIoU
3
RefCOCO+ (averaged across splits)
78.8Accuracy@0.5
2
RefCOCO OOD (test)
0.23MAE
2
RefCOCO (dev)
72.7Accuracy
2
RefCOCOg
57.71Retrieval Accuracy (EN)
2
RefCOCO+
31.64Recall (EN)
2
RefCOCO
62.67Accuracy (EN)
2
RefCOCO+ UNC+ (testB)
62.56oIoU
2
RefCOCO+ UNC+ (testA)
73.51oIoU
2