UCSC-VLAA / VLAA-ThinkingLinks
SFT or RL? An Early Investigation into Training R1-Like Reasoning Large Vision-Language Models
☆132Updated 4 months ago
Alternatives and similar repositories for VLAA-Thinking
Users that are interested in VLAA-Thinking are comparing it to the libraries listed below
Sorting:
- NoisyRollout: Reinforcing Visual Reasoning with Data Augmentation☆87Updated last month
- Official code of *Virgo: A Preliminary Exploration on Reproducing o1-like MLLM*☆106Updated 3 months ago
- The official code of "VL-Rethinker: Incentivizing Self-Reflection of Vision-Language Models with Reinforcement Learning"☆143Updated 3 months ago
- ☆88Updated 8 months ago
- Beyond Hallucinations: Enhancing LVLMs through Hallucination-Aware Direct Preference Optimization☆91Updated last year
- A RLHF Infrastructure for Vision-Language Models☆183Updated 9 months ago
- Official repo for "PAPO: Perception-Aware Policy Optimization for Multimodal Reasoning"☆84Updated 2 weeks ago
- ✨✨ [ICLR 2025] MME-RealWorld: Could Your Multimodal LLM Challenge High-Resolution Real-World Scenarios that are Difficult for Humans?☆132Updated 6 months ago
- A Self-Training Framework for Vision-Language Reasoning☆83Updated 7 months ago
- [NeurIPS 2024] Calibrated Self-Rewarding Vision Language Models☆79Updated last year
- [NeurIPS 2024] This repo contains evaluation code for the paper "Are We on the Right Way for Evaluating Large Vision-Language Models"☆194Updated 11 months ago
- [TMLR] Public code repo for paper "A Single Transformer for Scalable Vision-Language Modeling"☆146Updated 10 months ago
- The codebase for our EMNLP24 paper: Multimodal Self-Instruct: Synthetic Abstract Image and Visual Reasoning Instruction Using Language Mo…☆83Updated 7 months ago
- Github repository for "Bring Reason to Vision: Understanding Perception and Reasoning through Model Merging" (ICML 2025)☆72Updated 3 months ago
- VoCoT: Unleashing Visually Grounded Multi-Step Reasoning in Large Multi-Modal Models☆72Updated last year
- MME-CoT: Benchmarking Chain-of-Thought in LMMs for Reasoning Quality, Robustness, and Efficiency☆128Updated last month
- [ACL 2024] Multi-modal preference alignment remedies regression of visual instruction tuning on language model☆46Updated 10 months ago
- Enhancing Large Vision Language Models with Self-Training on Image Comprehension.☆70Updated last year
- ☆100Updated last year
- Official repository of MMDU dataset☆93Updated 11 months ago
- [SCIS 2024] The official implementation of the paper "MMInstruct: A High-Quality Multi-Modal Instruction Tuning Dataset with Extensive Di…☆55Updated 10 months ago
- ☆41Updated 2 months ago
- SophiaVL-R1: Reinforcing MLLMs Reasoning with Thinking Reward☆76Updated last month
- [CVPR2025 Highlight] Insight-V: Exploring Long-Chain Visual Reasoning with Multimodal Large Language Models☆220Updated 2 months ago
- Official implementation of the Law of Vision Representation in MLLMs☆165Updated 9 months ago
- MMR1: Advancing the Frontiers of Multimodal Reasoning☆163Updated 5 months ago
- [ACM Multimedia 2025] This is the official repo for Debiasing Large Visual Language Models, including a Post-Hoc debias method and Visual…☆82Updated 6 months ago
- [EMNLP 2024] mDPO: Conditional Preference Optimization for Multimodal Large Language Models.☆80Updated 10 months ago
- [ICLR 2025] MLLM can see? Dynamic Correction Decoding for Hallucination Mitigation☆103Updated this week
- [ICML 2024] | MMT-Bench: A Comprehensive Multimodal Benchmark for Evaluating Large Vision-Language Models Towards Multitask AGI☆113Updated last year