Preprint
Aug 2026
MIEScore: Human-Aligned Evaluation for Multi-Source Image Editing
MIE-Bench is introduced, the first large-scale multiple image editing benchmark with fine-grained human preference annotations and MIEScore, a multimodal large language model (MLLM)-based evaluation model enhanced with skill optimization and multi-dimensional supervised fine-tuning, to provide human-aligned feedback for MIE.
Zi-Tong Xu, Huiyu Duan, Xinyu Zhang et al.
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