CanvasAgent Orchestrates Complex Image Workflows

Hairui Zhu · hf · 2026-07-08

CanvasAgent introduces a visual tool orchestration scheme for complex image creation and editing. The authors present a large-scale multimodal tool-use dataset and an agent capable of coordinating multiple visual tools across multi-turn interactions.

This work also incorporates hybrid reward optimization, aiming to enhance tool invocation and editing outcomes in complex image workflows.

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