ResearchBenchmarksSemantic Segmentation on Cityscapes (1/8 labeled split)Semantic Segmentation on Cityscapes (1/8 labeled split)Follow84.9mIoUHVLFormer69.19673.27377.3581.427Jun 16, 2025Evaluation resultsMethodMethodLinksmIoUHVLFormerBB=SigLIP2BB=SigLIP22025.0684.9HVLFormerBB=ViT-BBB=ViT-B2025.0684.6UniMV2BB=D.v2-BBB=D.v2-B2025.0684.3HVLFormerBB=E.02-SBB=E.02-S2025.0683.7POSBB=D.v2-SBB=D.v2-S2025.0682.7Pseudo-SDBB=ViT-BBB=ViT-B2025.0679.5SemiVLBB=ViT-BBB=ViT-B2025.0679.4TQDMBB=SigLIP2BB=SigLIP22025.0679.2UniM V1†BB=ViT-BBB=ViT-B2025.0678.2TQDMBB=ViT-BBB=ViT-B2025.0677.1P.SegBB=R101BB=R1012025.0669.8