ResearchTasksReferring DetectionReferring DetectionFollowBenchmarksDatasetSOTA methodSortMost resultsRecently updatedMost papersApplyDatasetSOTA methodMetricTrendResultsLast updatedRefAerialSCS28.15P@0.57Apr 23, 2026RefCOCOgLLaVA-v1.582.32P@0.55Apr 23, 2026RefCOCO+LLaVA-v1.580.17P@0.55Apr 23, 2026RefCOCOSCS87.64P@0.55Apr 23, 2026RegionDial-Bench RefCOCOg Multi-turn (test)RegionReasoner-7B87.1R15Feb 26, 2026RegionDial-Bench RefCOCO+ Multi-turn (test)Seg-Zero-7B90.5R15Feb 26, 2026