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Papers Benchmarks Datasets Tasks

gRefCOCO dataset and benchmarks · SOTA2 Research

Research Datasets

gRefCOCO

Benchmarks

Task NameDataset NameSOTA MethodSort

Task NameDataset NameSOTA ResultTrendResults

Generalized Referring Expression Segmentation

gRefCOCO (val)

72.2cIoU

165

Generalized Referring Expression Segmentation

gRefCOCO (testA)

75.2cIoU

159

Generalized Referring Expression Segmentation

gRefCOCO (testB)

73.1cIoU

141

Generalized Referring Expression Segmentation

gRefCOCO v1 (val)

76.83cIoU

33

Generalized Referring Expression Segmentation

gRefCOCO v1 (test B)

72.4gIoU

29

Generalized Referring Image Segmentation

gRefCOCO (val)

78.4gIoU

26

Reasoning Segmentation

gRefCOCO (testB)

0.719gIoU

22

Reasoning Segmentation

gRefCOCO (testA)

77.7gIoU

22

Referring Expression Comprehension

gRefCOCO (testA)

64.6Precision (F1=1, IoU>=0.5)

18

Generalized Referring Image Segmentation

gRefCOCO (testB)

62.81gIoU

13

Referring Image Segmentation

gRefCOCO (testA)

72.79gIoU

13

Referring Expression Comprehension

gRefCOCO (testB)

54.8Pr(F1=1, IoU>=0.5)

11

Referring Expression Comprehension

gRefCOCO (val)

62.1Precision (F1=1, IoU>=0.5)

11

Multi-object referring segmentation

gRefCOCO (testA)

78.5gIoU

9

Referring Image Segmentation

gRefCOCO (testB)

73.1gIoU

9

Referring Expression Segmentation

gRefCOCO (testB)

65.2cIoU

8

Referring Expression Segmentation

gRefCOCO (testA)

72.3cIoU

8

Referring Expression Segmentation

gRefCOCO (val)

68.3cIoU

8

Generalized Referring Expression Comprehension

gRefCOCO (testB)

0.446Pr@F1

7

Generalized Referring Expression Comprehension

gRefCOCO (val)

61.9Pr@F1

7

Referring Image Segmentation

gRefCOCO (val)

65.3mIoU

6

Referring Expression Segmentation

gRefCOCO

64.55N-Accuracy

6

Referring Expression Comprehension

GRefCOCO

63.8Prec@(F1@0.5)

4

Popular tasks

Generalized Referring Expression Segmentation Referring Expression Comprehension Referring Expression Segmentation Referring Image Segmentation Reasoning Segmentation

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