Salesforce Research open-sources IVG: closed-loop eval for visual AI assistants across 315 scenarios

RulinShao · x · 2026-11-10

Salesforce Research unveils Interactive Visual Gym (IVG), an open simulation framework for closed-loop evaluation and training of visual AI assistants. It recreates cooking, household and phone tasks with simulated users who act, make mistakes and ask questions, testing how accurately and promptly assistants help in real time. 14 assistants, 315 scenarios — Gemini-4-Argo leads. The thesis: future agents go beyond turn-based LLMs toward proactive, multimodal real-time interaction.

Related event: Salesforce Releases Interactive Visual Gym for Evaluating Visual AI Assistants(3 posts)→

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