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
- [NeurIPS 2024] Needle In A Multimodal Haystack (MM-NIAH): A comprehensive benchmark designed to systematically evaluate the capability of…☆122Updated last year
- The official code of "VL-Rethinker: Incentivizing Self-Reflection of Vision-Language Models with Reinforcement Learning" [NeurIPS25]☆180Updated 8 months ago
- [EMNLP 2025] Distill Visual Chart Reasoning Ability from LLMs to MLLMs☆59Updated 5 months ago
- A RLHF Infrastructure for Vision-Language Models☆195Updated last year
- A Self-Training Framework for Vision-Language Reasoning☆88Updated last year
- Enhancing Large Vision Language Models with Self-Training on Image Comprehension.☆69Updated last year
- [ICCV 2025 Highlight] The official repository for "2.5 Years in Class: A Multimodal Textbook for Vision-Language Pretraining"☆191Updated 10 months ago
- ☆142Updated 10 months ago
- Official Implementation of ARPO: End-to-End Policy Optimization for GUI Agents with Experience Replay☆148Updated 8 months ago
- Large Language Models Can Self-Improve in Long-context Reasoning☆72Updated last year
- ☆110Updated last year
- [NeurIPS'25 Spotlight] ARM: Adaptive Reasoning Model☆64Updated 3 months ago
- The codebase for our EMNLP24 paper: Multimodal Self-Instruct: Synthetic Abstract Image and Visual Reasoning Instruction Using Language Mo…☆86Updated last year
- MMR1: Enhancing Multimodal Reasoning with Variance-Aware Sampling and Open Resources☆215Updated 4 months ago
- ☆88Updated last year
- [ArXiv] V2PE: Improving Multimodal Long-Context Capability of Vision-Language Models with Variable Visual Position Encoding☆59Updated last year
- [EMNLP 2024] mDPO: Conditional Preference Optimization for Multimodal Large Language Models.☆85Updated last year
- ☆101Updated 2 years ago
- RM-R1: Unleashing the Reasoning Potential of Reward Models☆158Updated 7 months ago
- Paper collections of multi-modal LLM for Math/STEM/Code.☆136Updated 2 months ago
- An Arena-style Automated Evaluation Benchmark for Detailed Captioning☆56Updated 8 months ago
- [EMNLP 2025] LightThinker: Thinking Step-by-Step Compression☆132Updated 9 months ago
- [TMLR 25] SFT or RL? An Early Investigation into Training R1-Like Reasoning Large Vision-Language Models☆149Updated 3 months ago
- [ACL 2024] ChartAssistant is a chart-based vision-language model for universal chart comprehension and reasoning.☆132Updated last year
- MMSearch-R1 is an end-to-end RL framework that enables LMMs to perform on-demand, multi-turn search with real-world multimodal search too…☆387Updated 5 months ago
- This repository is maintained to release dataset and models for multimodal puzzle reasoning.☆113Updated 11 months ago
- MLLM-Bench: Evaluating Multimodal LLMs with Per-sample Criteria☆72Updated last year