mathllm / MATH-V
[NeurIPS 2024] MATH-Vision dataset and code to measure multimodal mathematical reasoning capabilities.
☆103Updated last week
Alternatives and similar repositories for MATH-V:
Users that are interested in MATH-V are comparing it to the libraries listed below
- Code for Math-LLaVA: Bootstrapping Mathematical Reasoning for Multimodal Large Language Models☆84Updated 10 months ago
- A Self-Training Framework for Vision-Language Reasoning☆77Updated 3 months ago
- Official code of *Virgo: A Preliminary Exploration on Reproducing o1-like MLLM*☆100Updated 2 months ago
- [NeurIPS 2024] CharXiv: Charting Gaps in Realistic Chart Understanding in Multimodal LLMs☆110Updated last week
- MLLM-Bench: Evaluating Multimodal LLMs with Per-sample Criteria☆69Updated 6 months ago
- Paper collections of multi-modal LLM for Math/STEM/Code.☆88Updated 2 weeks ago
- ☆74Updated 3 months ago
- The codebase for our EMNLP24 paper: Multimodal Self-Instruct: Synthetic Abstract Image and Visual Reasoning Instruction Using Language Mo…☆78Updated 3 months ago
- ☆91Updated 3 weeks ago
- Code & Dataset for Paper: "Distill Visual Chart Reasoning Ability from LLMs to MLLMs"☆53Updated 6 months ago
- [ArXiv] V2PE: Improving Multimodal Long-Context Capability of Vision-Language Models with Variable Visual Position Encoding☆46Updated 4 months ago
- Enhancing Large Vision Language Models with Self-Training on Image Comprehension.☆65Updated 11 months ago
- The official repository for "2.5 Years in Class: A Multimodal Textbook for Vision-Language Pretraining"☆152Updated last month
- ☆73Updated 10 months ago
- [NeurIPS 2024] Needle In A Multimodal Haystack (MM-NIAH): A comprehensive benchmark designed to systematically evaluate the capability of…☆116Updated 5 months ago
- [EMNLP 2024] mDPO: Conditional Preference Optimization for Multimodal Large Language Models.☆73Updated 5 months ago
- Beyond Hallucinations: Enhancing LVLMs through Hallucination-Aware Direct Preference Optimization☆87Updated last year
- MME-CoT: Benchmarking Chain-of-Thought in LMMs for Reasoning Quality, Robustness, and Efficiency☆104Updated this week
- ☆99Updated last year
- The official repository for the paper "Can MLLMs Reason in Multimodality? EMMA: An Enhanced MultiModal ReAsoning Benchmark"☆51Updated this week
- MMR1: Advancing the Frontiers of Multimodal Reasoning☆159Updated last month
- Official Repository of MMLONGBENCH-DOC: Benchmarking Long-context Document Understanding with Visualizations☆80Updated 9 months ago
- The official code of "VL-Rethinker: Incentivizing Self-Reflection of Vision-Language Models with Reinforcement Learning"☆78Updated last week
- A RLHF Infrastructure for Vision-Language Models☆173Updated 5 months ago
- ☆63Updated last year
- SFT or RL? An Early Investigation into Training R1-Like Reasoning Large Vision-Language Models☆99Updated last week
- A bug-free and improved implementation of LLaVA-UHD, based on the code from the official repo☆33Updated 8 months ago
- ☆43Updated 3 weeks ago
- NoisyRollout: Reinforcing Visual Reasoning with Data Augmentation☆53Updated last week
- Official repository of MMDU dataset☆89Updated 7 months ago