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ResearchFormerly WizWand

RefCOCOg

Benchmarks

TaskDatasetSOTA resultTrendResults

Referring Expression Segmentation

RefCOCOg (test)

86.1cIoU

183

Visual Grounding

RefCOCOg (val)

93.2Accuracy

163

Referring Image Segmentation

RefCOCOg (val)

75.3oIoU

114

Referring Expression Segmentation

RefCOCOg (val-u)

83.8cIoU

95

Referring Image Segmentation

RefCOCOg (test)

74.9oIoU

75

Referring Expression Comprehension

RefCOCOg (test-u)

89.37Precision

71

Referring Image Segmentation

RefCOCOg (test(U))

81.32mIoU

63

Referring Image Segmentation

RefCOCOg (val (U))

80.01mIoU

63

Referring Expression Comprehension

RefCOCOg (val-u)

90.58Accuracy

57

Referring Segmentation

RefCOCOg (test)

81.9cIoU

52

Visual Grounding

RefCOCOg

88.44Accuracy

52

Referring Expression Grounding

RefCOCOg (test)

90Accuracy

37

Referring Expression Generation

RefCOCOg (val)

21.3METEOR

31

Referring Segmentation

refCOCOg U (test)

76.4cIoU

29

Referring Segmentation

refCOCOg U (val)

76cIoU

27

RefCOCOg (val)

87.03Accuracy

26

Referring Segmentation

RefCOCOg

83.8cIoU

25

Referring Expression Object Segmentation

RefCOCOg UMD (val)

75.7cIoU

22

Referring Image Segmentation

RefCOCOg Google (val)

81.2cIoU

19

Referring Expression Grounding

RefCOCOg (val)

89.8Accuracy (IoU=0.5)

18

Region-Level Captioning

refCOCOg (test)

168.2CIDEr

18

Referring Image Segmentation

RefCOCOg UMD (val)

79.7mIoU

17

Referring Image Segmentation

RefCOCOg UMD (test)

74.3mIoU

16

RefCOCOg

95.61ASR

16

Referring Expression Segmentation

RefCOCOg Google (val)

67.2gIoU

15