A single image perturbation trained on text-image pairs disrupts SAM3 concept segmentation, cutting average mask AP from 59.43 to 18.73 across five benchmarks.
Title resolution pending
1 Pith paper cite this work. Polarity classification is still indexing.
1
Pith paper citing it
fields
cs.CV 1years
2026 1verdicts
CONDITIONAL 1representative citing papers
citing papers explorer
-
Universal Concept Disruption for SAM3 Image Segmentation
A single image perturbation trained on text-image pairs disrupts SAM3 concept segmentation, cutting average mask AP from 59.43 to 18.73 across five benchmarks.