Amap Tech

Aug 5, 2026 · Artificial Intelligence

How the Evaluation‑Verification Reward Boosts Consistency in Multi‑Reference Image Editing

The Evaluation‑Verification Reward (EVR) framework introduces a multi‑dimensional assessment and a verification step to provide reliable reinforcement‑learning rewards for multi‑reference image editing, addressing detail loss, scene pollution, instruction errors, and hallucinations while improving reference, scene, visual harmony, and instruction consistency.