Vision-DeepResearch Benchmark: Rethinking Visual and Textual Search for Multimodal Large Language Models Paper • 2602.02185 • Published Feb 2 • 123
UniCorn: Towards Self-Improving Unified Multimodal Models through Self-Generated Supervision Paper • 2601.03193 • Published Jan 6 • 47
RLFR: Extending Reinforcement Learning for LLMs with Flow Environment Paper • 2510.10201 • Published Oct 11, 2025 • 36
Thinking with Camera: A Unified Multimodal Model for Camera-Centric Understanding and Generation Paper • 2510.08673 • Published Oct 9, 2025 • 126
MINT-CoT: Enabling Interleaved Visual Tokens in Mathematical Chain-of-Thought Reasoning Paper • 2506.05331 • Published Jun 5, 2025 • 13
Advancing Multimodal Reasoning: From Optimized Cold Start to Staged Reinforcement Learning Paper • 2506.04207 • Published Jun 4, 2025 • 48