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ResearchFormerly WizWand

Semantic Segmentation on Pascal VOC 1/4 labeled split 2012

88.9mIoUUniMatch V2 (published)
63.83670.34376.8583.357Jul 3, 2026
Updated 3mo ago

Evaluation results

MethodLinks
UniMatch V2 (published)Encoder=DINOv2-B2026.0788.9
PixConEncoder=DINOv2-B2026.0788.68
UniMatch V2 (our repro)Encoder=DINOv2-B2026.0788.59
SemiVLEncoder=CLIP-B2026.0786
UniMatch V2 (published)Encoder=DINOv2-S2026.0785.9
BeyondPixelsEncoder=RN-1012026.0779.8
AllSparkEncoder=MiT-B52026.0779.8
PrevMatchEncoder=RN-1012026.0779.6
DDFPEncoder=RN-1012026.0779.5
CorrMatchEncoder=RN-1012026.0779.4
AugSegEncoder=RN-1012026.0778.8
UniMatchEncoder=RN-1012026.0778.8
PS-MTEncoder=RN-1012026.0776.6
CW-BASSEncoder=RN-502026.0776.2
ST++Encoder=RN-1012026.0774.6
U2PLEncoder=RN-1012026.0773.7
Supervised baselineEncoder=RN-1012026.0764.8