Detect Anything in Graphic Design: Element-Level Rewards for Autoregressive Detection

arXiv:2609.07072 · cs.CV, cs.LG · Submitted 2026-09-07 · Read on arXiv

cs.CV, cs.LG

Submitted: 2026-09-07

Updated: 2026-09-07

License: http://arxiv.org/licenses/nonexclusive-distrib/1.0/

Terminology

• Detect Anything in Graphic Design — 2× in this paper
• GRPO — 2× in this paper · explained in 6 episodes
• Benchmark — 1× in this paper · explained in 2 episodes
• Decode — 1× in this paper · explained in 2 episodes

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