ResearchBenchmarksSemantic Segmentation on Cityscapes (1/30 labeled split)Semantic Segmentation on Cityscapes (1/30 labeled split)Follow79.6mIoUHVLFormer39.35249.80160.2570.699Jun 16, 2025Evaluation resultsMethodMethodLinksmIoUHVLFormerBB=SigLIP2BB=SigLIP22025.0679.6HVLFormerBB=ViT-BBB=ViT-B2025.0678.1HVLFormerBB=E.02-SBB=E.02-S2025.0677.5SemiVLBB=ViT-BBB=ViT-B2025.0676.2Pseudo-SDBB=ViT-BBB=ViT-B2025.0676.1UniM V1†BB=ViT-BBB=ViT-B2025.0673.8TQDMBB=SigLIP2BB=SigLIP22025.0669.1TQDMBB=ViT-BBB=ViT-B2025.0665.2P.SegBB=R101BB=R1012025.0661POSBB=D.v2-SBB=D.v2-S2025.0640.9