EvolvingLMMs-Lab / multimodal-search-r1Links
MMSearch-R1 is an end-to-end RL framework that enables LMMs to perform on-demand, multi-turn search with real-world multimodal search tools.
☆292Updated 2 weeks ago
Alternatives and similar repositories for multimodal-search-r1
Users that are interested in multimodal-search-r1 are comparing it to the libraries listed below
Sorting:
- MMR1: Advancing the Frontiers of Multimodal Reasoning☆162Updated 5 months ago
- [ICCV 2025 Highlight] The official repository for "2.5 Years in Class: A Multimodal Textbook for Vision-Language Pretraining"☆167Updated 5 months ago
- Official code of *Virgo: A Preliminary Exploration on Reproducing o1-like MLLM*☆105Updated 2 months ago
- Pre-trained, Scalable, High-performance Reward Models via Policy Discriminative Learning.☆147Updated last month
- The official code of "VL-Rethinker: Incentivizing Self-Reflection of Vision-Language Models with Reinforcement Learning"☆139Updated 2 months ago
- [NeurIPS 2024] Needle In A Multimodal Haystack (MM-NIAH): A comprehensive benchmark designed to systematically evaluate the capability of…☆115Updated 8 months ago
- The official repo of One RL to See Them All: Visual Triple Unified Reinforcement Learning☆310Updated 2 months ago
- An Easy-to-use, Scalable and High-performance RLHF Framework designed for Multimodal Models.☆139Updated 4 months ago
- OpenThinkIMG is an end-to-end open-source framework that empowers LVLMs to think with images.☆294Updated 2 months ago
- Paper collections of multi-modal LLM for Math/STEM/Code.☆120Updated last week
- 🚀ReVisual-R1 is a 7B open-source multimodal language model that follows a three-stage curriculum—cold-start pre-training, multimodal rei…☆176Updated last month
- [NeurIPS 2024] CharXiv: Charting Gaps in Realistic Chart Understanding in Multimodal LLMs☆124Updated 4 months ago
- A Self-Training Framework for Vision-Language Reasoning☆82Updated 6 months ago
- [NeurIPS 2024] MATH-Vision dataset and code to measure multimodal mathematical reasoning capabilities.☆113Updated 3 months ago
- [CVPR2025 Highlight] Insight-V: Exploring Long-Chain Visual Reasoning with Multimodal Large Language Models☆217Updated last month
- Rethinking RL Scaling for Vision Language Models: A Transparent, From-Scratch Framework and Comprehensive Evaluation Scheme☆138Updated 4 months ago
- CPPO: Accelerating the Training of Group Relative Policy Optimization-Based Reasoning Models☆148Updated 2 months ago
- Code for Math-LLaVA: Bootstrapping Mathematical Reasoning for Multimodal Large Language Models☆90Updated last year
- SFT or RL? An Early Investigation into Training R1-Like Reasoning Large Vision-Language Models☆132Updated 3 months ago
- A RLHF Infrastructure for Vision-Language Models☆181Updated 9 months ago
- GPG: A Simple and Strong Reinforcement Learning Baseline for Model Reasoning☆159Updated 3 months ago
- 🔧Tool-Star: Empowering LLM-brained Multi-Tool Reasoner via Reinforcement Learning☆236Updated last week
- ☆85Updated 7 months ago
- Extrapolating RLVR to General Domains without Verifiers☆140Updated last week
- Official repository of MMDU dataset☆93Updated 10 months ago
- RM-R1: Unleashing the Reasoning Potential of Reward Models☆122Updated last month
- The code and data of We-Math, accepted by ACL 2025 main conference.☆135Updated last week
- Pixel-Level Reasoning Model trained with RL☆194Updated last month
- Official Implementation of ARPO: End-to-End Policy Optimization for GUI Agents with Experience Replay☆109Updated 2 months ago
- [ICML 2024] | MMT-Bench: A Comprehensive Multimodal Benchmark for Evaluating Large Vision-Language Models Towards Multitask AGI☆113Updated last year