RefCOCO+
Benchmarks
TaskDatasetSOTA resultTrendResults
RefCOCO+ UNC (val)
70.3cIoU
18
RefCOCO+ 80 (val)
87.43Accuracy
17
RefCOCO+ medium (val)
68.1oIoU
14
RefCOCO+ UNC (test-A)
84.45Prec@0.5 IoU
14
RefCOCO+ UNC (val)
79.74Precision@0.5 IoU
14
RefCOCO+
67Accuracy
13
RefCOCO+ v1 (val)
82.35Top-1 Accuracy
13
RefCOCO+ medium (test A)
73.64oIoU
13
RefCOCO+ (testB)
74.11Top-1 Accuracy
12
RefCOCO+ v1 (testB)
74.71Top-1 Acc
12
RefCOCO+ (test)
86.7Accuracy
11
RefCOCO+ (testA)
78.7mIoU
11
RefCOCO+ Avg.
65.4Score
10
RefCOCO+ (testA+)
93.9Accuracy
10
RefCOCO+ (testA)
67Human Eval Score
9
RefCOCO+ v1 (val)
0.746Top-1 Acc
9
RefCOCO+ (dev)
82.1Accuracy
9
RefCOCO+ low-data (val)
72.6Top-1 Accuracy
8
RefCOCO+ B (test)
46.3Accuracy
8
RefCOCO+ (test A)
0.668Accuracy (Clean)
8
RefCOCO+ UNC (testB)
66.1cIoU
7
RefCOCO+ (test)
66cIoU
7
RefCOCO+ (test-B)
15.2METEOR
7
FP-RefCOCO+
52.91Segmentation Score
6
Refcoco+ (TestA)
87.7Accuracy
6