Vision-DeepResearch Benchmark: Rethinking Visual and Textual Search for Multimodal Large Language Models Paper • 2602.02185 • Published 3 days ago • 120
Vision-DeepResearch: Incentivizing DeepResearch Capability in Multimodal Large Language Models Paper • 2601.22060 • Published 7 days ago • 142
AdaReasoner: Dynamic Tool Orchestration for Iterative Visual Reasoning Paper • 2601.18631 • Published 10 days ago • 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. • 5 items • Updated Oct 12, 2025 • 2
ARES Collection 🌴ARES is an open-source framework for adaptive multimodal reasoning, using difficulty-aware training and entropy-shaped policy optimization. • 5 items • Updated Oct 12, 2025 • 2
ARES Collection 🌴ARES is an open-source framework for adaptive multimodal reasoning, using difficulty-aware training and entropy-shaped policy optimization. • 5 items • Updated Oct 12, 2025 • 2
ARES Collection 🌴ARES is an open-source framework for adaptive multimodal reasoning, using difficulty-aware training and entropy-shaped policy optimization. • 5 items • Updated Oct 12, 2025 • 2