Vision-DeepResearch Benchmark: Rethinking Visual and Textual Search for Multimodal Large Language Models Paper • 2602.02185 • Published 30 days ago • 125
Vision-DeepResearch: Incentivizing DeepResearch Capability in Multimodal Large Language Models Paper • 2601.22060 • Published Jan 29 • 153
AdaReasoner: Dynamic Tool Orchestration for Iterative Visual Reasoning Paper • 2601.18631 • Published Jan 26 • 47
ARES: Multimodal Adaptive Reasoning via Difficulty-Aware Token-Level Entropy Shaping Paper • 2510.08457 • Published Oct 9, 2025 • 13
ARES Collection 🌴ARES is an open-source framework for adaptive multimodal reasoning, using difficulty-aware training and entropy-shaped policy optimization. • 4 items • Updated 2 days ago • 2
ARES Collection 🌴ARES is an open-source framework for adaptive multimodal reasoning, using difficulty-aware training and entropy-shaped policy optimization. • 4 items • Updated 2 days ago • 2
ARES Collection 🌴ARES is an open-source framework for adaptive multimodal reasoning, using difficulty-aware training and entropy-shaped policy optimization. • 4 items • Updated 2 days ago • 2
ARES Collection 🌴ARES is an open-source framework for adaptive multimodal reasoning, using difficulty-aware training and entropy-shaped policy optimization. • 4 items • Updated 2 days ago • 2