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Papers Benchmarks Datasets Tasks

Referring Expression Object Segmentation research benchmarks · SOTA2 Research

Referring Expression Object Segmentation

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

RefCOCOg UMD (val)

GSVA-Llama2-13B

75.7cIoU

22

Apr 23, 2026

RefCOCO UMD (testB)

70.62Accuracy (IoU > 0.5)

11

Feb 26, 2026

RefCOCO UMD (testA)

81.14Accuracy (IoU > 0.5)

11

Feb 26, 2026

RefCOCO UMD (val)

77.08Acc (IoU@0.5)

7

Feb 26, 2026

RefCOCOg Standard (val)

66.58Acc (IoU>0.5)

6

Feb 26, 2026

Popular datasets

RefCOCO RefCOCOg

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