InfoEdit: Probing Global Layout Reasoning in Infographic Editing

arXiv:2609.33286 · cs.CV, cs.CL, cs.SE · Submitted 2026-09-27 · Read on arXiv

cs.CV, cs.CL, cs.SE

Submitted: 2026-09-27

Updated: 2026-09-27

Project page: https://infoedit

Terminology

Benchmark — 38× in this paper · explained in 2 episodes
Content Preservation — 12× in this paper
Edit Compliance — 11× in this paper
Success Rate — 11× in this paper
Core — 10× in this paper · explained in 2 episodes
Benchmarking — 6× in this paper · explained in 3 episodes
Addressability — 3× in this paper · explained in 1 episode
Alignment — 3× in this paper · explained in 1 episode
Consistency — 3× in this paper · explained in 3 episodes
Failure Modes — 3× in this paper · explained in 3 episodes
Foundation Model — 3× in this paper · explained in 3 episodes
Foundation Models — 3× in this paper · explained in 7 episodes
Grounding — 3× in this paper · explained in 3 episodes
Robustness — 3× in this paper · explained in 5 episodes
Structural Integrity — 2× in this paper · explained in 3 episodes
Visual Grounding — 2× in this paper · explained in 2 episodes
Adam — 1× in this paper · explained in 2 episodes
Annotator Agreement — 1× in this paper · explained in 1 episode
Diffusion Model — 1× in this paper · explained in 8 episodes
Fidelity — 1× in this paper · explained in 2 episodes
Flow Matching — 1× in this paper · explained in 8 episodes
Hybrid System — 1× in this paper · explained in 2 episodes
Multi-Agent System — 1× in this paper · explained in 6 episodes

Sources

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