TVIR: Building Deep Research Agents Towards Text--Visual Interleaved Report Generation
Paper • 2606.02320 • Published • 4
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TVIR: Building Deep Research Agents Towards Text--Visual Interleaved Report Generation
Where Do Deep-Research Agents Go Wrong? Span-Level Error Localization in Agent Trajectories
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MT-Video-Bench: A Holistic Video Understanding Benchmark for Evaluating Multimodal LLMs in Multi-Turn Dialogues
Paper • 2510.17722 • Published • 20
IF-VidCap: Can Video Caption Models Follow Instructions?
Paper • 2510.18726 • Published • 27
DR$^{3}$-Eval: Towards Realistic and Reproducible Deep Research Evaluation
Paper • 2604.14683 • Published • 36
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