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Papers Benchmarks Datasets Tasks

Referring Image Segmentation research benchmarks – Page 3 · SOTA2 Research

Referring Image Segmentation

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

65.23mIoU

10

Mar 19, 2026

77.53mIoU

10

Mar 19, 2026

Ref-ZOM F (test)

68.35oIoU

10

Mar 19, 2026

RefCOCO+ UNC+ (testB)

58.79oIoU

10

Mar 19, 2026

RefCOCO+ UNC+ (testA)

72.89oIoU

10

Mar 19, 2026

RefCOCO+ UNC+ (val)

67.98oIoU

10

Mar 19, 2026

RefCOCO UNC (testB)

72.17oIoU

10

Apr 6, 2026

RefCOCO UNC (testA)

78.15oIoU

10

Apr 6, 2026

RefCOCO UNC (val)

75.82oIoU

10

Apr 6, 2026

G-Ref UMD (val)

66.98oIoU

10

Mar 19, 2026

G-Ref MS-COCO based (longer sentences) (val)

49.05Overall IoU

10

Feb 26, 2026

gRefCOCO (testB)

73.1gIoU

9

May 20, 2026

UNC MS-COCO based (testB)

59.64Overall IoU

9

Feb 26, 2026

UNC MS-COCO based (testA)

64.53Overall IoU

9

Feb 26, 2026

UNC MS-COCO based (val)

61.36Overall IoU

9

Feb 26, 2026

G-Ref hard Google partition (val)

63.13oIoU

8

Feb 26, 2026

17Inference Time (ms)

8

Feb 26, 2026

UNC+ MS-COCO based (no location words) (testB)

43.23Overall IoU

8

Feb 26, 2026

UNC+ no location words MS-COCO based (testA)

53.44Overall IoU

8

Feb 26, 2026

UNC+ MS-COCO based (no location words) (val)

49.56Overall IoU

8

Feb 26, 2026

RefCOCO-M (val)

87.6cIoU

7

Apr 6, 2026

RefCOCOg Google (test)

74.1cIoU

7

Apr 6, 2026

RefCOCO+ UNC (testB)

66.1cIoU

7

Apr 6, 2026

RefCOCO+ UNC (val)

72.5cIoU

7

Apr 6, 2026

G-Ref Google partition (val)

64.7oIoU

7

Apr 2, 2026

Page 3 of 5

Popular datasets

RefCOCO G-Ref RefCOCO+UNC RefCOCOg

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