maifoundations / Visionary-R1Links
Mitigating Shortcuts in Visual Reasoning with Reinforcement Learning
☆41Updated 4 months ago
Alternatives and similar repositories for Visionary-R1
Users that are interested in Visionary-R1 are comparing it to the libraries listed below
Sorting:
- [ECCV 2024] Paying More Attention to Image: A Training-Free Method for Alleviating Hallucination in LVLMs☆151Updated last year
- VoCoT: Unleashing Visually Grounded Multi-Step Reasoning in Large Multi-Modal Models☆75Updated last year
- Beyond Hallucinations: Enhancing LVLMs through Hallucination-Aware Direct Preference Optimization☆98Updated last year
- ✨✨ [ICLR 2025] MME-RealWorld: Could Your Multimodal LLM Challenge High-Resolution Real-World Scenarios that are Difficult for Humans?☆139Updated 3 weeks ago
- ☆99Updated 10 months ago
- DeepPerception: Advancing R1-like Cognitive Visual Perception in MLLMs for Knowledge-Intensive Visual Grounding☆65Updated 5 months ago
- [ICLR2025] Draw-and-Understand: Leveraging Visual Prompts to Enable MLLMs to Comprehend What You Want☆89Updated 5 months ago
- [NeurIPS'24] Official PyTorch Implementation of Seeing the Image: Prioritizing Visual Correlation by Contrastive Alignment☆57Updated last year
- FreeVA: Offline MLLM as Training-Free Video Assistant☆65Updated last year
- SophiaVL-R1: Reinforcing MLLMs Reasoning with Thinking Reward☆86Updated 3 months ago
- [NeurIPS 2024] Calibrated Self-Rewarding Vision Language Models☆80Updated 3 weeks ago
- Official repository for CoMM Dataset☆48Updated 10 months ago
- [CVPR 2025] Mitigating Object Hallucinations in Large Vision-Language Models with Assembly of Global and Local Attention☆50Updated last year
- Official implement of MIA-DPO☆67Updated 9 months ago
- [ECCV 2024] ControlCap: Controllable Region-level Captioning☆79Updated last year
- Official repository of "CoMP: Continual Multimodal Pre-training for Vision Foundation Models"☆32Updated 7 months ago
- [NeurIPS 2025 Spotlight] Think or Not Think: A Study of Explicit Thinking in Rule-Based Visual Reinforcement Fine-Tuning☆71Updated last month
- [NeurIPS2024] Repo for the paper `ControlMLLM: Training-Free Visual Prompt Learning for Multimodal Large Language Models'☆196Updated 3 months ago
- ☆123Updated last year
- HalluciDoctor: Mitigating Hallucinatory Toxicity in Visual Instruction Data (Accepted by CVPR 2024)☆49Updated last year
- [EMNLP'23] The official GitHub page for ''Evaluating Object Hallucination in Large Vision-Language Models''☆95Updated 2 months ago
- [CVPR2025] Code Release of F-LMM: Grounding Frozen Large Multimodal Models☆105Updated 5 months ago
- 【NeurIPS 2024】Dense Connector for MLLMs☆180Updated last year
- Reinforcement Learning Tuning for VideoLLMs: Reward Design and Data Efficiency☆57Updated 5 months ago
- Official code for NeurIPS 2025 paper "GRIT: Teaching MLLMs to Think with Images"☆162Updated 3 weeks ago
- The official implementation of RAR☆92Updated last year
- MME-CoT: Benchmarking Chain-of-Thought in LMMs for Reasoning Quality, Robustness, and Efficiency☆133Updated 3 months ago
- [ICCV 2025] VisRL: Intention-Driven Visual Perception via Reinforced Reasoning☆40Updated last week
- Official implementation of "Traceable Evidence Enhanced Visual Grounded Reasoning: Evaluation and Methodology"☆70Updated last week
- A collection of visual instruction tuning datasets.☆76Updated last year