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Referring Detection research benchmarks · SOTA2 Research

Referring Detection

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

28.15P@0.5

7

Apr 23, 2026

82.32P@0.5

5

Apr 23, 2026

80.17P@0.5

5

Apr 23, 2026

87.64P@0.5

5

Apr 23, 2026

RegionDial-Bench RefCOCOg Multi-turn (test)

RegionReasoner-7B

87.1R1

5

Feb 26, 2026

RegionDial-Bench RefCOCO+ Multi-turn (test)

90.5R1

5

Feb 26, 2026

Popular datasets

RefCOCO RegionDial-Bench RefAerial

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