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Papers Benchmarks Datasets Tasks

Referring Image Segmentation research benchmarks – Page 5 · SOTA2 Research

Referring Image Segmentation

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

RefCOCO+ unseen (val)

51.24mIoU

3

Feb 26, 2026

RefCOCO+ seen (val)

67.44mIoU

3

Feb 26, 2026

RefCOCO unseen (test)

59.03mIoU

3

Feb 26, 2026

RefCOCO seen (test)

0.746mIoU

3

Feb 26, 2026

RefCOCO unseen (val)

63.17mIoU

3

Feb 26, 2026

RefCOCO seen (val)

75.52mIoU

3

Feb 26, 2026

Page 5 of 5

Popular datasets

RefCOCO G-Ref RefCOCO+UNC RefCOCOg

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