Author

Yingmao Miao

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Jul 2026

Evaluation-Verification Reward for Consistent Multi-Reference Image Editing

A Multi-dimensional Evaluation-Verification Reward (EVR) decomposes evaluation into distinct visual criteria; for each criterion, an MLLM Evaluator generates multiple candidate hypotheses, and a Verifier grounds each claim in concrete visual evidence to accept or reject it, producing reliable and fine-grained reward signals.

Yingmao Miao, Peng-Fei Zhang, Xiaochen Lv et al. · arXiv.org · 0 citations