多轮编辑更干净
有意义的小版本更新应能在多次局部编辑中保留已确认区域,而不是不断累积伪影或造成意外构图变化。





Prompt
Cinematic 8K key-art poster for a fictional next-gen open-world action game (entirely original IP, no real brand logos or trademarked wordmarks). A young Caucasian Western male model with charismatic eye contact and a dynamic editorial pose, layered modern streetwear with luxury accents, leaning against a sleek sports-car silhouette. Tropical sunset metropolis backdrop — palm-tree shadows, fictional neon signage, wet reflective streets, layered graphic overlays. Bold original display title integrated into the layout. Vivid neon color grading, dramatic shadows, glossy highlights, ultra-sharp detail. Aspect ratio 4:5.
这些是从 GPT Image 2 工作流摩擦中提炼出的实际改进目标,并非已确认的 GPT Image 2.5 功能。
有意义的小版本更新应能在多次局部编辑中保留已确认区域,而不是不断累积伪影或造成意外构图变化。
创作者需要海报、包装、菜单、图表和界面原型中的拼写、层级和重复标签保持准确一致。
长提示词应在同一输出中保留物件数量、空间关系、材质、镜头方向、光线和版式约束。
人物、角色、标志和产品几何形态应在变体、重新构图和迭代广告制作中保持可辨识。
从 GPT IMAGE 2 痛点到 2.5 期待
报告中的 GPT Image 2 痛点
一次小范围物件、文字或背景修改,可能迫使团队修复已经确认的构图、光线或细节。
2.5 版本预期优势
保留版式的精确局部编辑
执行五步编辑链,并在每一步后比较未修改区域;分别为主体、背景、光线、文字和构图漂移评分。
报告中的 GPT Image 2 痛点
随着反复修改或复用参考图,边缘、纹理、人脸和产品表面可能越来越不连贯。
2.5 版本预期优势
更干净的多轮修改质量
每次编辑后放大检查头发、手部、标签、反射和物件边缘;真正的升级应减少清理工作,而不只是改善第一张输出。
报告中的 GPT Image 2 痛点
包装和海报仍需检查拼写、层级、间距、标点和重复标签。
2.5 版本预期优势
精确文字与更强版式控制
使用固定的标题、正文和小标签文本块;统计准确字符,并比较多个宽高比下的视觉层级。
报告中的 GPT Image 2 痛点
长提示词可能遗漏物件之间的关系、比例、镜头位置、光线或版式要求。
2.5 版本预期优势
更高的约束保留率
生成前写下十项可衡量要求,再按每项输出是否满足评分,不要奖励未被要求的漂亮细节。
报告中的 GPT Image 2 痛点
单张强图并不意味着多张素材能稳定保持角色、产品、标志或艺术指导。
2.5 版本预期优势
可靠的广告级连续性
用同一组参考图生成六张协调素材,并将身份、产品几何、配色、文字和光线作为一个系统比较。
这些工作流能揭示一张好看的单次输出与可靠生产模型之间的差异。

在一个受限版式中测试精确文字、优惠层级、产品摆放和广告艺术指导。

比较多个摆放位置中的产品几何、标签、反射、阴影和材质一致性。

衡量局部修改能否在多轮反馈中保留已确认区域。

评估一组协调素材中的配色、文字、标志处理、构图和视觉语言。

在进入故事板或视频工具前测试重复角色、地点、道具和镜头语言。

挑战需要细看审查的精确标签、结构化信息、图标、网格和小字。
GPT Image 2.5
这些工作流能揭示一张好看的单次输出与可靠生产模型之间的差异。

基准提示词 01
Cinematic 8K key-art poster for a fictional next-gen open-world action game (entirely original IP, no real brand logos or trademarked wordmarks). A young Caucasian Western male model with charismatic eye contact and a dynamic editorial pose, layered modern streetwear with luxury accents, leaning against a sleek sports-car silhouette. Tropical sunset metropolis backdrop — palm-tree shadows, fictional neon signage, wet reflective streets, layered graphic overlays. Bold original display title integrated into the layout. Vivid neon color grading, dramatic shadows, glossy highlights, ultra-sharp detail. Aspect ratio 4:5.

基准提示词 02
Create a high-end editorial film poster featuring a portrait of a man from the uploaded photo, with no alteration to his identity, dark brunette hair, and a black denim jacket. Use a text-masking effect where large, bold, white sans-serif typography reading TOPVIEW is layered both behind and in front of him. Set the portrait against a muted slate-blue background with soft grain and glowing white outlines around the lettering. High-fashion aesthetic, cinematic soft lighting, sharp focus, 8K resolution.

基准提示词 03
Make a Slay the Spire-style game interface with a cozy Pokémon-style fantasy atmosphere.

基准提示词 04
Create a 10×10 pixel-art grid of 100 fantasy RPG items in a classic 16-bit JRPG style. Place every item in its own tile with a clean label beneath it on a white background. Organize rows by theme: swords, shields and armor, ranged weapons, staves and wands, potions, scrolls and tomes, rings and amulets, helmets and crowns, keys and relics, and gems and runes. Use crisp pixel edges, limited palettes, and subtle dithering.

基准提示词 05
Create a black-and-white manga page showing a fantasy cooking scene with a large stew pot, multiple comic panels, expressive character reactions, Korean dialogue balloons, detailed ink linework, screentone shading, and a highly readable magazine-quality layout.
基准提示词 06
Create a live-stream studio screenshot featuring a female creator speaking on camera, a Korean live chat overlay on the left, a red LIVE badge, a podcast microphone in the foreground, a cozy desk setup with ambient lighting, and the realistic feel of a creator-economy livestream thumbnail.