RefCOCO
Benchmarks
TaskDatasetSOTA resultTrendResults
RefCOCO
74.19Instance IoU
9
RefCOCO Resolution-Sensitive and General
70.4Absolute Macro Score
9
RefCOCOg FP
54.76Segment Score
9
FP-RefCOCO
59.57Segment Score
9
RefCOCOg In-Domain
7.5BLEU-4
9
RefCOCO
89.5Accuracy
9
RefCOCO+ (testB)
68.25Human Eval Score
9
RefCOCO v1 (val)
85.47Top-1 Accuracy
9
RefCOCOm (val)
87.1Macro F1
8
RefCOCOg low-data (val)
78.76Top-1 Accuracy
8
RefCOCO avg
91.6Pass@1
8
RefCOCOg v1 (val)
73.86Top-1 Accuracy
8
RefCOCO+
72.5oIoU
8
RefCOCO+ (test-B)
67.5IoU
7
RefCOCO (test-B)
76.9IoU
7
RefCOCOg
82.9Accuracy (RefCOCOg)
7
RefCOCO+
82Accuracy
7
RefCOCO
88.1Accuracy
7
RefCOCO benchmarks
75.46Grnd
7
RefCOCO-M (val)
87.6cIoU
7
RefCOCO+ UNC (val)
72.5cIoU
7
RefCOCO avg
91.9Score
7
RefCOCO (test)
74.9cIoU
7
R-RefCOCOg
63.56mIoU
7
R-RefCOCO+
64.59mIoU
7