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References (66)

[1]
GISA: A Benchmark for General Information-Seeking Assistant
2026Yutao Zhu, Xingshuo Zhang et al.
[2]
OmniVideo-R1: Reinforcing Audio-visual Reasoning with Query Intention and Modality Attention
2026Zhangquan Chen, Jiale Tao et al.
[3]
OmniSIFT: Modality-Asymmetric Token Compression for Efficient Omni-modal Large Language Models
2026Yue Ding, Yiyan Ji et al.
[4]
OmniRAG-Agent: Agentic Omnimodal Reasoning for Low-Resource Long Audio-Video Question Answering
2026Yifan Zhu, Xinyu Mu et al.
[5]
Omni-RRM: Advancing Omni Reward Modeling via Automatic Rubric-Grounded Preference Synthesis
2026Zichen Kong, Dehua Ma et al.
[6]
PhoStream: Benchmarking Real-World Streaming for Omnimodal Assistants in Mobile Scenarios
2026Xudong Lu, Huan Guan et al.
[7]
ET-Agent: Incentivizing Effective Tool-Integrated Reasoning Agent via Behavior Calibration
2026Yifei Chen, Guanting Dong et al.
[8]
Dr. Zero: Self-Evolving Search Agents without Training Data
2026Zhenrui Yue, K. Upasani et al.
[9]
Watching, Reasoning, and Searching: A Video Deep Research Benchmark on Open Web for Agentic Video Reasoning
2026Chengwen Liu, Xiaomin Yu et al.
[10]
Active Perception Agent for Omnimodal Audio-Video Understanding
2025Keda Tao, Wenjie Du et al.
[11]
JavisGPT: A Unified Multi-modal LLM for Sounding-Video Comprehension and Generation
2025Kai Liu, Jungang Li et al.
[12]
VideoARM: Agentic Reasoning over Hierarchical Memory for Long-Form Video Understanding
2025Yufei Yin, Qianke Meng et al.
[13]
DeepSeek-V3.2: Pushing the Frontier of Open Large Language Models
2025DeepSeek-AI, A. Liu et al.
[14]
Agent-Omni: Test-Time Multimodal Reasoning via Model Coordination for Understanding Anything
2025Huawei Lin, Yunzhi Shi et al.
[15]
LongCat-Flash-Omni Technical Report
2025Meituan LongCat Team
[16]
Omni-Reward: Towards Generalist Omni-Modal Reward Modeling with Free-Form Preferences
2025Zhuoran Jin, Hongbang Yuan et al.
[17]
DeepAgent: A General Reasoning Agent with Scalable Toolsets
2025Xiaoxi Li, Wenxiang Jiao et al.
[18]
UNO-Bench: A Unified Benchmark for Exploring the Compositional Law Between Uni-modal and Omni-modal in Omni Models
2025Chen Chen, Zeyang Hu et al.
[19]
End-to-end Listen, Look, Speak and Act
2025Siyin Wang, Wenyi Yu et al.
[20]
NExT-OMNI: Towards Any-to-Any Omnimodal Foundation Models with Discrete Flow Matching
2025Run Luo, Xiaobo Xia et al.

Showing 20 of 66 references

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"OmniGAIA aims to create omni-modal AI agents for enhanced tool usage across various media forms."

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1/4 signals

2.5

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