ResearchBenchmarksPanoptic Segmentation on COCO Panoptic (val)Panoptic Segmentation on COCO Panoptic (val)Follow57.8PQMask2Former53.6454.7255.856.88May 28, 2026Evaluation resultsMethodMethodLinksPQAPmIoUMask2FormerEncoder=Swin-LEncoder=Swin-L2026.0557.848.667.4X-DecoderEncoder=DaViT-BEncoder=DaViT-B2026.0556.245.866SEEMEncoder=DaViT-BEncoder=DaViT-B2026.0556.146.466.3FlowSegEncoder=SAM-LEncoder=SAM-L2026.0556.147.267.4PSALMEncoder=Swin-BEncoder=Swin-B2026.0555.945.766.6X-SAMEncoder=SAM-LEncoder=SAM-L2026.0554.74766.5OMG-LLaVAEncoder=ConvNeXt-XXLEncoder=ConvNeXt-XXL2026.0553.8——