Multimodal Chain-of-Thought Reasoning: A Comprehensive Survey
Official implementation of GUI-R1 : A Generalist R1-Style Vision-Language Action Model For GUI Agents
Thinking in 360°: Humanoid Visual Search in the Wild
A Comprehensive Survey on Evaluating Reasoning Capabilities in Multimodal Large Language Models.
[NIPS 2025] Chiron-o1: Igniting Multimodal Large Language Models towards Generalizable Medical Reasoning via Mentor-Intern Collaborative Search
[ACL 2025] FinMME: Benchmark Dataset for Financial Multi-Modal Reasoning Evaluation
(ArXiv25) Vision Matters: Simple Visual Perturbations Can Boost Multimodal Math Reasoning
Offical Repository of "AtomThink: Multimodal Slow Thinking with Atomic Step Reasoning"
🔥🔥🔥Latest Papers, Codes on Uncertainty-based RL
[CVPR 2025] Code for "Notes-guided MLLM Reasoning: Enhancing MLLM with Knowledge and Visual Notes for Visual Question Answering".
A Multimodal Benchmark for Evaluating Scientific Reasoning Capabilities of VLMs
FreeGPTHub: A truly free, unified GPT API gateway—unlike “fake-free” alternatives that hide paywalls behind quotas, trials, or mandatory top-ups. (真正免费的GPT统一接口，支持讯飞星火知识大模型，百度文心大模型，OpenAI ChatGPT，智谱大模型，幻方量化深度求索，字节豆包，阿里通义千问，稀宇科技MiniMax，魔搭社区开源模型等)
We introduce the YesBut-v2, a benchmark for assessing AI's ability to interpret juxtaposed comic panels with contradictory narratives. Unlike existing benchmarks, it emphasizes visual understanding, comparative reasoning, and social knowledge.
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