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ResearchFormerly WizWand

Semantic Segmentation on COCO-60 with background

43.3mIoUDouC
29.88433.36736.8540.333Apr 27, 2026
Updated 6mo ago

Evaluation results

MethodLinks
DouCBackbone=ViT-H, Training=Training-free, Instance Guidance=SAM22026.0443.3
DouCBackbone=ViT-L, Training=Training-free, Instance Guidance=SAM22026.0442.8
CorrCLIPBackbone=ViT-H, Training=Training-free, Instance Guidance=SAM22026.0441.7
CorrCLIPBackbone=ViT-L, Training=Training-free, Instance Guidance=SAM22026.0441.6
DouCBackbone=ViT-B, Training=Training-free, Instance Guidance=SAM22026.0441.2
CorrCLIPBackbone=ViT-B, Training=Training-free, Instance Guidance=SAM22026.0441.1
TridentBackbone=ViT-H, Training=Training-free2026.0440.1
TridentBackbone=ViT-B, Training=Training-free2026.0438.6
FreeDABackbone=ViT-L, Training=Training-free2026.0438.3
CLIPerBackbone=ViT-L, Training=Training-free2026.0438
SFPBackbone=ViT-B, Training=Training-free2026.0437.2
SC-CLIPBackbone=ViT-L, Training=Training-free2026.0436.9
CASSBackbone=ViT-B, Training=Training-free2026.0436.7
FSABackbone=ViT-H, Training=Training-free2026.0436.3
FSABackbone=ViT-B, Training=Training-free2026.0436.1
DIH-CLIPBackbone=ViT-B, Training=Training-free2026.0436
ProxyCLIPBackbone=ViT-H, Training=Training-free2026.0435.4
FSABackbone=ViT-L, Training=Training-free2026.0434.9
ProxyCLIPBackbone=ViT-L, Training=Training-free2026.0434.5
NACLIPBackbone=ViT-B, Training=Training-free2026.0432.2
ResCLIPBackbone=ViT-L, Training=Training-free2026.0430.9
CDAMBackbone=ViT-B, Training=Training-free2026.0430.6
SCLIPBackbone=ViT-B, Training=Training-free2026.0430.4