RefCOCO
Benchmarks
Task NameDataset NameSOTA ResultTrendResults
refCOCO (testB)
83.7cIoU
66
RefCOCOg UMD (val)
69.5mIoU
52
refCOCO UMD (val)
85.1cIoU
50
RefCOCO v1 (val)
92.83Top-1 Accuracy
49
RefCOCOg UMD (test-u)
71.06mIoU
46
RefCOCO, RefCOCO+, and RefCOCOg Average
92.3Average Accuracy
44
RefCOCO (testB)
89.5Accuracy
41
RefCOCO (testA)
95Accuracy
41
RefCOCO+
88.3Accuracy @ 0.5 IoU
38
RefCOCO UMD (testB)
62.63Overall IoU
34
RefCOCO UMD partition (test A)
71.53Overall IoU
34
RefCOCO (testB)
90.51Accuracy
30
RefCOCO (testA)
95.36Accuracy
30
RefCOCO (val)
92.57Accuracy
30
RefCOCO (testB)
86.06Top-1 Accuracy
28
RefCOCO (testA)
91.46Top-1 Accuracy
28
RefCOCO (val)
89.57Top-1 Accuracy
28
RefCOCO
90.06Score
28
RefCOCOg
21.8METEOR
25
RefCOCO low-data (testB)
78.25Top-1 Accuracy
24
RefCOCO low-data (testA)
87.63Top-1 Accuracy
24
RefCOCO low-data (val)
82.51Top-1 Accuracy
24
RefCOCO RefCOCO+ RefCOCOg Overall Average
42.33oIoU
24
RefCOCO (val)
92.8Accuracy
23
RefCOCO-g UMD partition (val)
75.6oIoU
23