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ResearchFormerly WizWand

Open-Vocabulary Semantic Segmentation on Pascal Context PC60 with background

44.2mIoUCorrCLIP
6.2416.09525.9535.805May 12, 2026
Updated 5mo ago

Evaluation results

MethodLinks
CorrCLIPExtra Backbone=DINO+SAM2, Vision Model Configuration=Multi vision models2026.0544.251
VIPExtra Backbone=X, Vision Model Configuration=Single vision model2026.0541.252.4
TridentExtra Backbone=DINO+SAM, Vision Model Configuration=Multi vision models2026.0538.645.8
CLIPerExtra Backbone=Stable Diffusion, Vision Model Configuration=Multi vision models2026.0538.345.3
SFPExtra Backbone=X, Vision Model Configuration=Single vision model2026.0537.244
SC-CLIPExtra Backbone=X, Vision Model Configuration=Single vision model2026.0536.843.9
CASSExtra Backbone=DINO, Vision Model Configuration=Multi vision models2026.0536.744.4
FSAExtra Backbone=DINO, Vision Model Configuration=Multi vision models2026.0536.143.3
FreeCPExtra Backbone=X, Vision Model Configuration=Single vision model2026.0535.742.2
LPOSSExtra Backbone=DINO, Vision Model Configuration=Multi vision models2026.0535.442.1
ProxyCLIPExtra Backbone=DINO, Vision Model Configuration=Multi vision models2026.0535.342.3
ResCLIPExtra Backbone=X, Vision Model Configuration=Single vision model2026.0533.441.2
ClearCLIPExtra Backbone=X, Vision Model Configuration=Single vision model2026.0532.638.1
LaVGExtra Backbone=DINO, Vision Model Configuration=Multi vision models2026.0531.538.2
CdamCLIPExtra Backbone=X, Vision Model Configuration=Single vision model2026.0530.6—
SCLIPExtra Backbone=X, Vision Model Configuration=Single vision model2026.0530.438.2
MaskCLIPExtra Backbone=X, Vision Model Configuration=Single vision model2026.0523.627.9
dino.txtExtra Backbone=X, Vision Model Configuration=Single vision model2026.0522.931.8
CLIPExtra Backbone=X, Vision Model Configuration=Single vision model2026.057.711.6