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Papers Benchmarks Datasets Tasks

Referring Localization research benchmarks · SOTA2 Research

Referring Localization

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

90.4P@0.5

6

Feb 26, 2026

RefCOCOg (test)

88.3P@0.5

5

Feb 26, 2026

87.2P@0.5

5

Feb 26, 2026

RefCOCO+ (testB)

80.5P@0.5

5

Feb 26, 2026

RefCOCO+ (testA)

89.1P@0.5

5

Feb 26, 2026

84.6P@0.5

5

Feb 26, 2026

RefCOCO (testB)

87.8P@0.5

5

Feb 26, 2026

RefCOCO (testA)

93.1P@0.5

5

Feb 26, 2026

14.85cIoU

2

Jun 25, 2026

20.45cIoU

2

Jun 25, 2026

16.6cIoU

2

Jun 25, 2026

Popular datasets

RefCOCO RefCOCOg RefCOCO+SIXray PIDRay

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