InfiMM / Awesome-Multimodal-LLM-for-Math-STEMLinks
Paper collections of multi-modal LLM for Math/STEM/Code.
☆135Updated 2 months ago
Alternatives and similar repositories for Awesome-Multimodal-LLM-for-Math-STEM
Users that are interested in Awesome-Multimodal-LLM-for-Math-STEM are comparing it to the libraries listed below
Sorting:
- MMR1: Enhancing Multimodal Reasoning with Variance-Aware Sampling and Open Resources☆214Updated 4 months ago
- An Easy-to-use, Scalable and High-performance RLHF Framework designed for Multimodal Models.☆154Updated 3 weeks ago
- Extrapolating RLVR to General Domains without Verifiers☆191Updated 5 months ago
- A RLHF Infrastructure for Vision-Language Models☆193Updated 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
- [NeurIPS 2024] MATH-Vision dataset and code to measure multimodal mathematical reasoning capabilities.☆128Updated 8 months ago
- Pre-trained, Scalable, High-performance Reward Models via Policy Discriminative Learning.☆164Updated 4 months ago
- [ICCV 2025 Highlight] The official repository for "2.5 Years in Class: A Multimodal Textbook for Vision-Language Pretraining"☆190Updated 10 months ago
- ☆88Updated last year
- The official code of "VL-Rethinker: Incentivizing Self-Reflection of Vision-Language Models with Reinforcement Learning" [NeurIPS25]☆179Updated 7 months ago
- 😎 A Survey of Efficient Reasoning for Large Reasoning Models: Language, Multimodality, Agent, and Beyond☆342Updated last week
- Official code of *Virgo: A Preliminary Exploration on Reproducing o1-like MLLM*☆109Updated 8 months ago
- A Self-Training Framework for Vision-Language Reasoning☆88Updated last year
- Interleaving Reasoning: Next-Generation Reasoning Systems for AGI☆248Updated 3 months ago
- Code for Math-LLaVA: Bootstrapping Mathematical Reasoning for Multimodal Large Language Models☆92Updated last year
- [ICML 2024] | MMT-Bench: A Comprehensive Multimodal Benchmark for Evaluating Large Vision-Language Models Towards Multitask AGI☆116Updated last year
- [ICLR 2026] End-to-End Reinforcement Learning for Multi-Turn Tool-Integrated Reasoning☆351Updated 3 weeks ago
- Official Repository of "Learning what reinforcement learning can't"☆79Updated last month
- [CVPR'24] RLHF-V: Towards Trustworthy MLLMs via Behavior Alignment from Fine-grained Correctional Human Feedback☆303Updated last year
- [NeurIPS 2024] Needle In A Multimodal Haystack (MM-NIAH): A comprehensive benchmark designed to systematically evaluate the capability of…☆121Updated last year
- CPPO: Accelerating the Training of Group Relative Policy Optimization-Based Reasoning Models (NeurIPS 2025)☆172Updated 2 months ago
- ☆113Updated 4 months ago
- Official Repo of "MMBench: Is Your Multi-modal Model an All-around Player?"☆284Updated 8 months ago
- [TMLR 25] SFT or RL? An Early Investigation into Training R1-Like Reasoning Large Vision-Language Models☆149Updated 3 months ago
- Game-RL: Synthesizing Multimodal Verifiable Game Data to Boost VLMs' General Reasoning☆128Updated this week
- Official implementation of GUI-R1 : A Generalist R1-Style Vision-Language Action Model For GUI Agents☆217Updated 8 months ago
- [NeurIPS 2024] CharXiv: Charting Gaps in Realistic Chart Understanding in Multimodal LLMs☆139Updated 9 months ago
- A Survey on Benchmarks of Multimodal Large Language Models☆147Updated 7 months ago
- A Comprehensive Survey on Evaluating Reasoning Capabilities in Multimodal Large Language Models.☆71Updated 10 months ago
- Latest Advances on Reasoning of Multimodal Large Language Models (Multimodal R1 \ Visual R1) ) 🍓☆36Updated 10 months ago