Tencent’s Hunyuan giant mannequin staff, in collaboration with Xiamen College, has launched JarvisEvo, an clever image-editing agent designed to edit photographs the best way human designers do—by seeing and adjusting concurrently.
JarvisEvo operates utilizing an Interactive Multimodal Chain-of-Thought (iMCoT) mechanism: it first generates an modifying plan, then invokes skilled instruments (integrating over 200 instruments, together with Adobe Lightroom), observes the visible outcomes, and decides whether or not to proceed, revise, or right its strategy. This workflow addresses a serious limitation of text-only reasoning chains, which regularly result in “blind modifying” and instruction hallucinations.
To allow self-improvement, the analysis staff launched a Synergistic Enhancing–Analysis Coverage Optimization (SEPO) framework. The mannequin makes use of self-evaluation scores as intrinsic rewards whereas incorporating human-annotated information to calibrate its aesthetic judgment, stopping biased or self-deceptive optimization.
In evaluations performed on the staff’s proprietary ArtEdit dataset, JarvisEvo outperformed baseline fashions throughout a number of metrics and acquired larger scores in human subjective assessments.
Supply: liangziwei
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