mathllm / MATH-VLinks
[NeurIPS 2024] MATH-Vision dataset and code to measure multimodal mathematical reasoning capabilities.
☆128Updated 8 months ago
Alternatives and similar repositories for MATH-V
Users that are interested in MATH-V are comparing it to the libraries listed below
Sorting:
- Code for Math-LLaVA: Bootstrapping Mathematical Reasoning for Multimodal Large Language Models☆92Updated last year
- [NeurIPS 2024] CharXiv: Charting Gaps in Realistic Chart Understanding in Multimodal LLMs☆140Updated 9 months ago
- Official code of *Virgo: A Preliminary Exploration on Reproducing o1-like MLLM*☆109Updated 8 months ago
- A RLHF Infrastructure for Vision-Language Models☆196Updated last year
- The official code of "VL-Rethinker: Incentivizing Self-Reflection of Vision-Language Models with Reinforcement Learning" [NeurIPS25]☆180Updated 8 months ago
- [NeurIPS 2024] Needle In A Multimodal Haystack (MM-NIAH): A comprehensive benchmark designed to systematically evaluate the capability of…☆122Updated last year
- Large Language Models Can Self-Improve in Long-context Reasoning☆72Updated last year
- A Self-Training Framework for Vision-Language Reasoning☆88Updated last year
- ☆110Updated last year
- Paper collections of multi-modal LLM for Math/STEM/Code.☆136Updated 2 months ago
- [ICCV 2025 Highlight] The official repository for "2.5 Years in Class: A Multimodal Textbook for Vision-Language Pretraining"☆191Updated 10 months ago
- [EMNLP 2025] Distill Visual Chart Reasoning Ability from LLMs to MLLMs☆59Updated 5 months ago
- The codebase for our EMNLP24 paper: Multimodal Self-Instruct: Synthetic Abstract Image and Visual Reasoning Instruction Using Language Mo…☆86Updated last year
- Enhancing Large Vision Language Models with Self-Training on Image Comprehension.☆69Updated last year
- [ArXiv] V2PE: Improving Multimodal Long-Context Capability of Vision-Language Models with Variable Visual Position Encoding☆59Updated last year
- ☆88Updated last year
- RM-R1: Unleashing the Reasoning Potential of Reward Models☆158Updated 7 months ago
- ☆101Updated 2 years ago
- Official Implementation of ARPO: End-to-End Policy Optimization for GUI Agents with Experience Replay☆148Updated 8 months ago
- ☆142Updated 10 months ago
- MLLM-Bench: Evaluating Multimodal LLMs with Per-sample Criteria☆72Updated last year
- MMR1: Enhancing Multimodal Reasoning with Variance-Aware Sampling and Open Resources☆215Updated 4 months ago
- ☆47Updated 10 months ago
- Extrapolating RLVR to General Domains without Verifiers☆200Updated 5 months ago
- Beyond Hallucinations: Enhancing LVLMs through Hallucination-Aware Direct Preference Optimization☆100Updated 2 years ago
- Offical Repository of "AtomThink: Multimodal Slow Thinking with Atomic Step Reasoning"☆62Updated 2 months ago
- Evaluation framework for paper "VisualWebBench: How Far Have Multimodal LLMs Evolved in Web Page Understanding and Grounding?"☆63Updated last year
- The official repo for "VisualWebInstruct: Scaling up Multimodal Instruction Data through Web Search" [EMNLP25]☆38Updated last week
- ☆352Updated 6 months ago
- [NeurIPS'25 Spotlight] ARM: Adaptive Reasoning Model☆64Updated 3 months ago