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Specifically, we include additional comparisons with classi- cal image editing baselines and the recent FireRed-Image- Edit [49]

Extended Evaluation on the FineEdit-1k Benchmark While Table 1 in the main manuscript primarily compares FineEdit with Flux-based methods, several recently released open-sou

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FineEdit: Fine-Grained Image Edit with Bounding Box Guidance

cs.CV · 2026-04-13 · unverdicted · novelty 5.0

FineEdit adds multi-level bounding box injection to diffusion image editing, releases a 1.2M-pair dataset with box annotations, and shows better instruction following and background consistency than prior open models on new and existing benchmarks.

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  • FineEdit: Fine-Grained Image Edit with Bounding Box Guidance cs.CV · 2026-04-13 · unverdicted · none · ref 74

    FineEdit adds multi-level bounding box injection to diffusion image editing, releases a 1.2M-pair dataset with box annotations, and shows better instruction following and background consistency than prior open models on new and existing benchmarks.