ResearchBenchmarksReferring Image Segmentation on gRefCOCO (val)Referring Image Segmentation on gRefCOCO (val)Follow65.3mIoUOmniSegNet57.333659.401861.4763.5382Dec 7, 2025Evaluation resultsMethodMethodLinksmIoUOmniSegNetBackbone=Swin-BBackbone=Swin-B2025.1265.3LQMFormerBackbone=Swin-BBackbone=Swin-B2025.1264.98GSVA-7BBackbone=ViT-HBackbone=ViT-H2025.1263.29ReLABackbone=Swin-BBackbone=Swin-B2025.1262.42LISA-7BBackbone=ViT-HBackbone=ViT-H2025.1261.76LAVTBackbone=Swin-BBackbone=Swin-B2025.1257.64