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OmniAgent
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OmniAgent

OmniAgent (ICML 2026): the first native omni-modal agent for active video perception — a 7B agent that beats Qwen2.5-VL-72B with 73% fewer frames on LVBench.

by HarryHsing · GitHub
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agentaudio-visualicml2026Apache-2.0Python
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Observe and understand videos by processing audio and visual information in a smart way.

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2026-07-202026-08-31
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📄 About

OmniAgent (ICML 2026): the first native omni-modal agent for active video perception — a 7B agent that beats Qwen2.5-VL-72B with 73% fewer frames on LVBench.

OmniAgent has 70 stars on GitHub. It has been forked 6 times. OmniAgent is written mainly in Python. It has been in active development since 2026. OmniAgent is available under the Apache-2.0 license. Its main topics are agent, audio-visual, icml2026, llm-agent.

Frequently asked questions

What is OmniAgent?

OmniAgent (ICML 2026): the first native omni-modal agent for active video perception — a 7B agent that beats Qwen2.5-VL-72B with 73% fewer frames on LVBench.

Is OmniAgent open source?

OmniAgent is an open-source project. It is released under the Apache-2.0 license.

Is OmniAgent free?

Yes. OmniAgent is free and open source — you can use, modify and self-host it.

What license does OmniAgent use?

OmniAgent is available under the Apache-2.0 license.

What language is OmniAgent written in?

OmniAgent is written mainly in Python.

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