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ResearchFormerly WizWand

Semantic Segmentation on Pascal VOC 1/16 labeled 2012

86.3mIoUUniMatch V2 (published)
43.45254.57665.776.824Jul 3, 2026
Updated 3mo ago

Evaluation results

MethodLinks
UniMatch V2 (published)Encoder=DINOv2-B2026.0786.3
PixConEncoder=DINOv2-B2026.0785.05
UniMatch V2 (our repro)Encoder=DINOv2-B2026.0784.66
SemiVLEncoder=CLIP-B2026.0784
UniMatch V2 (published)Encoder=DINOv2-S2026.0779
BeyondPixelsEncoder=RN-1012026.0777.3
PrevMatchEncoder=RN-1012026.0777
CorrMatchEncoder=RN-1012026.0776.4
AllSparkEncoder=MiT-B52026.0776.1
UniMatchEncoder=RN-1012026.0775.2
DDFPEncoder=RN-1012026.0775
CW-BASSEncoder=RN-502026.0772.8
AugSegEncoder=RN-1012026.0771.1
U2PLEncoder=RN-1012026.0768
PS-MTEncoder=RN-1012026.0765.8
ST++Encoder=RN-1012026.0765.2
Supervised baselineEncoder=RN-1012026.0745.1