Vision-DeepResearch: Incentivizing DeepResearch Capability in Multimodal Large Language Models Paper • 2601.22060 • Published 17 days ago • 151
Vision-DeepResearch Benchmark: Rethinking Visual and Textual Search for Multimodal Large Language Models Paper • 2602.02185 • Published 13 days ago • 125
UniCorn: Towards Self-Improving Unified Multimodal Models through Self-Generated Supervision Paper • 2601.03193 • Published Jan 6 • 47
IF-VidCap: Can Video Caption Models Follow Instructions? Paper • 2510.18726 • Published Oct 21, 2025 • 26
MT-Video-Bench: A Holistic Video Understanding Benchmark for Evaluating Multimodal LLMs in Multi-Turn Dialogues Paper • 2510.17722 • Published Oct 20, 2025 • 20
RLFR: Extending Reinforcement Learning for LLMs with Flow Environment Paper • 2510.10201 • Published Oct 11, 2025 • 36