RefCOCO
Benchmarks
TaskDatasetSOTA resultTrendResults
RefCOCO
61.2Accuracy
12
RefCOCO UMD (val)
93Accuracy
12
RefCOCO
93.4Precision@0.5
12
RefCOCO (testB)
88.2Accuracy
12
RefCOCO (testA)
93.2Accuracy
12
RefCOCO, RefCOCO+, RefCOCOg, and OCID-Ref
69.52RefCOCO Accuracy
11
RefCOCO (testA)
82.3mIoU
11
RefCOCOg
91.2Precision@0.5
11
RefCOCOg
80cIoU
11
RefCOCO+
77.9cIoU
11
RefCOCO
82.7cIoU
11
RefCOCO UMD (testB)
70.62Accuracy (IoU > 0.5)
11
RefCOCO UMD (testA)
81.14Accuracy (IoU > 0.5)
11
RefCOCO Avg.
68Score
10
RefCOCO+ UNC+ (testB)
58.79oIoU
10
RefCOCO+ UNC+ (testA)
72.89oIoU
10
RefCOCO+ UNC+ (val)
67.98oIoU
10
RefCOCO UNC (testB)
72.17oIoU
10
RefCOCO UNC (testA)
78.15oIoU
10
RefCOCO UNC (val)
75.82oIoU
10
RefCOCO RefCOCO+ RefCOCOg
46.13Accuracy
10
RefCOCO+ (testB+)
85.4Accuracy
10
RefCOCO+
88.3P@0.5
10
RefCOCO
85.8oIoU
10
RefCOCO
85.1cIoU
9