ResearchBenchmarksReferring Segmentation on ScenePart-SegReferring Segmentation on ScenePart-SegFollow89.6Object mIoUPAR3D22.93640.24357.5574.857Jun 4, 2026Evaluation resultsMethodMethodLinksObject mIoUObject Acc@0.5Coarse-Part mIoUCoarse-Part Acc@0.5Fine-Part mIoUFine-Part Acc@0.5All mIoUAll Acc@0.5PAR3D2026.0689.691.560.9664647.160.763.53D-LLaVATraining Data=ScenePartTraining Data=ScenePart2026.0678.483.352.855.737.637.451.853.93D-LLaVA2026.062923.993.44.2111.16.6Reason3D2026.0625.513.87.42.33.90.89.64