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OpenVLHarness: Real World Visual Agentic Tool-Use with Multimodal Memory

19 Oct 2026

Multimodal large language models (MLLMs) have made rapid progress on visual reasoning, yet many tasks require evidence that is difficult to obtain through internal reasoning alone: our controlled study on 22 benchmarks shows that simply increasing the inference budget of the…

Agents Image Understanding

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