Vision-DeepResearch: Incentivizing DeepResearch Capability in Multimodal Large Language Models
Paper • 2601.22060 • Published • 155
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Vision-DeepResearch Benchmark: Rethinking Visual and Textual Search for Multimodal Large Language Models
Paper • 2602.02185 • Published • 118 -
SpecEyes: Accelerating Agentic Multimodal LLMs via Speculative Perception and Planning
Paper • 2603.23483 • Published • 61 -
WorldAgents: Can Foundation Image Models be Agents for 3D World Models?
Paper • 2603.19708 • Published • 13 -
GameplayQA: A Benchmarking Framework for Decision-Dense POV-Synced Multi-Video Understanding of 3D Virtual Agents
Paper • 2603.24329 • Published • 27 -
GEMS: Agent-Native Multimodal Generation with Memory and Skills
Paper • 2603.28088 • Published • 85 -
Unify-Agent: A Unified Multimodal Agent for World-Grounded Image Synthesis
Paper • 2603.29620 • Published • 46 -
Story2Proposal: A Scaffold for Structured Scientific Paper Writing
Paper • 2603.27065 • Published • 22 -
Learning to Retrieve from Agent Trajectories
Paper • 2604.04949 • Published • 63 -
GBQA: A Game Benchmark for Evaluating LLMs as Quality Assurance Engineers
Paper • 2604.02648 • Published • 41 -
Agentic-MME: What Agentic Capability Really Brings to Multimodal Intelligence?
Paper • 2604.03016 • Published • 32 -
Experience Transfer for Multimodal LLM Agents in Minecraft Game
Paper • 2604.05533 • Published • 9