Ideogram 4.5 图像编辑最强项：文字与符号编辑
Where Ideogram 4.5 is strongest in Image Editing: closest to the category frontier in Text or Symbol Edits, followed by Scene & Style Edit and Composition & Fra
Artificial Analysis 的 Image Arena 评测显示，Ideogram 4.5 在图像编辑中于 Text or Symbol Edits（文字、排版、logo 与符号编辑）最接近该类别前沿，明显领先其表现次之的 Scene & Style Edit 与 Composition & Framing。该分类体系共衡量 7 种编辑动作和 10 类使用场景，每项各有独立排行榜。
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Where Ideogram 4.5 is strongest in Image Editing: closest to the category frontier in Text or Symbol Edits, followed by Scene & Style Edit and Composition & Framing
Our Image Arena taxonomy measures 7 editing actions and 10 use cases for Image Editing, each with its own leaderboard. Editing actions measure what an edit asks the model to do.
Ideogram 4.5 is closest to the category frontier in Text or Symbol Edits, well ahead of its next best editing actions, Scene & Style Edit and Composition & Framing.
➤ Text or Symbol Edits covers editing text, typography, logos, and symbols within the image.
➤ Scene & Style Edit covers relighting, restyling, and changes to the background, setting, or overall treatment.
➤ Composition & Framing covers cropping, extending, reframing, and changes to camera view or perspective.