A Generate-Filter-Refine pipeline unlocks SAM3 for training-free Ref-COD, beating prior zero-shot methods by 8.7 points F_β^w on R2C7K and rivaling supervised specialists.
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GFR-SAM: Training-Free Referring Camouflaged Object Segmentation via Cross-Image Prompting
A Generate-Filter-Refine pipeline unlocks SAM3 for training-free Ref-COD, beating prior zero-shot methods by 8.7 points F_β^w on R2C7K and rivaling supervised specialists.