SIGMA: Semantic-Difference Instruction-Grounding Mask Annotator for Text-Driven Image Manipulation Localization

arXiv:2605.27924 · cs.CV · Submitted 2026-05-27 · Read on arXiv

cs.CV

Submitted: 2026-05-27

Updated: 2026-10-19

Terminology

• Grounding — 3× in this paper · explained in 3 episodes
• Editor — 2× in this paper · explained in 2 episodes
• Semantic-difference Instruction-Grounding Mask Annotator — 2× in this paper
• Benchmark — 1× in this paper · explained in 2 episodes
• Calibration — 1× in this paper · explained in 9 episodes
• Domain Shift — 1× in this paper · explained in 6 episodes
• Generator — 1× in this paper · explained in 2 episodes
• Model-Agnostic — 1× in this paper · explained in 2 episodes

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