RefCOCO
Benchmarks
TaskDatasetSOTA resultTrendResults
RefCOCO UMD partition (test B)
79.4oIoU
23
RefCOCO (test)
91.4Accuracy
23
RefCOCOg
84.3Accuracy
21
RefCOCO UNC (val)
79.2cIoU
20
RefCOCO+
88.77Accuracy
20
RefCOCO
92.64Accuracy
20
refCOCO (testB)
91.5Accuracy
18
RefCOCO UNC (test-A)
81.7cIoU
18
RefCOCOg 48 (test-u)
89.15Accuracy
17
RefCOCOg 48 (val-u)
87.99Accuracy
17
RefCOCO 80 (testB)
90.28Accuracy
17
RefCOCO 80 (testA)
94.86Accuracy
17
RefCOCO 80 (val)
92.99Accuracy
17
RefCOCO
47.8Accuracy
16
RefCOCO Gemini Oracle (test)
59.32Top-1 Accuracy
16
RefCOCO (val)
61.2Acc@1
16
RefCOCO+
93.4ASR
16
RefCOCOg
88Accuracy
15
refcoco
66.9ASR@0.5
15
RefCOCO
94.1F1 (RefCOCO)
14
refCOCO/+/g Combined
75.4Average cIoU
14
RefCOCO UMD (val)
90.6Acc@0.5
14
RefCOCOg (val-g)
80.42Accuracy
14
RefCOCO easy (val)
76.55oIoU
14
RefCOCO+ UNC (test-B)
73.41Prec@0.5 IoU
14