SophiaVL-R1: Reinforcing MLLMs Reasoning with Thinking Reward
☆93Aug 8, 2025Updated 7 months ago
Alternatives and similar repositories for SophiaVL-R1
Users that are interested in SophiaVL-R1 are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- MM-PRM: Enhancing Multimodal Mathematical Reasoning with Scalable Step-Level Supervision☆28May 26, 2025Updated 9 months ago
- Video-R1: Reinforcing Video Reasoning in MLLMs [🔥the first paper to explore R1 for video]☆837Dec 14, 2025Updated 3 months ago
- ☆42Jan 4, 2026Updated 2 months ago
- Agent-RRM: Exploring Reasoning Reward Model for Agents☆55Mar 17, 2026Updated last week
- ☆16Jul 29, 2025Updated 7 months ago
- Codes for ReFocus: Visual Editing as a Chain of Thought for Structured Image Understanding [ICML 2025]]☆47Jul 22, 2025Updated 8 months ago
- Awesome Reasoning in MLLMs: Papers and Projects about learning to reason with MLLMs, including Chain-of-Thought (CoT), OpenAl o1, and Dee…☆62Mar 18, 2025Updated last year
- [NeurIPS 2025] NoisyRollout: Reinforcing Visual Reasoning with Data Augmentation☆107Sep 18, 2025Updated 6 months ago
- Official Repository: A Comprehensive Benchmark for Logical Reasoning in MLLMs☆45Jun 17, 2025Updated 9 months ago
- [Blog 1] Recording a bug of grpo_trainer in some R1 projects☆22Feb 23, 2025Updated last year
- ☆10Jan 28, 2024Updated 2 years ago
- This repository is the official implementation of "Look-Back: Implicit Visual Re-focusing in MLLM Reasoning".☆84Jul 10, 2025Updated 8 months ago
- Agentic Virtual Lab☆19Nov 30, 2025Updated 3 months ago
- ☆13May 9, 2023Updated 2 years ago
- Official Implementation of MDK12-Bench: A Multi-Discipline Benchmark for Evaluating Reasoning in Multimodal Large Language Models☆12Nov 1, 2025Updated 4 months ago
- [ICLR 2026]🚀ReVisual-R1 is a 7B open-source multimodal language model that follows a three-stage curriculum—cold-start pre-training, mul…☆202Dec 10, 2025Updated 3 months ago
- (ACL 2025) MAmmoTH-VL: Eliciting Multimodal Reasoning with Instruction Tuning at Scale☆49Jun 4, 2025Updated 9 months ago
- [EMNLP 2024] mDPO: Conditional Preference Optimization for Multimodal Large Language Models.☆86Nov 10, 2024Updated last year
- [ICLR2026] This is the first paper to explore how to effectively use R1-like RL for MLLMs and introduce Vision-R1, a reasoning MLLM that…☆1,036Jan 26, 2026Updated last month
- Code repository for "RL Grokking Recipe: How RL Unlocks and Transfers New Algorithms in LLMs""☆32Oct 12, 2025Updated 5 months ago
- [EMNLP 2025] WebAgent-R1: Training Web Agents via End-to-End Multi-Turn Reinforcement Learning☆79Nov 4, 2025Updated 4 months ago
- Official code for "pi-Tuning: Transferring Multimodal Foundation Models with Optimal Multi-task Interpolation", ICML 2023.☆33Jul 21, 2023Updated 2 years ago
- https://huggingface.co/datasets/multimodal-reasoning-lab/Zebra-CoT☆129Jan 30, 2026Updated last month
- ☆99Jun 23, 2025Updated 9 months ago
- SFT+RL boosts multimodal reasoning☆47Jun 27, 2025Updated 8 months ago
- Official implementation of "Continual Learning by Modeling Intra-Class Variation" (MOCA). [TMLR 2023]☆16Mar 3, 2023Updated 3 years ago
- [ICLR 26] The official code repository for the paper "Mirage or Method? How Model–Task Alignment Induces Divergent RL Conclusions".☆17Feb 9, 2026Updated last month
- R1-Vision: Let's first take a look at the image☆48Feb 16, 2025Updated last year
- MME-CoT: Benchmarking Chain-of-Thought in LMMs for Reasoning Quality, Robustness, and Efficiency☆136Aug 5, 2025Updated 7 months ago
- [AAAI 2025] Does VLM Classification Benefit from LLM Description Semantics?☆25Aug 5, 2025Updated 7 months ago
- Code for "SePPO: Semi-Policy Preference Optimization for Diffusion Alignment."☆18Oct 7, 2024Updated last year
- Code for Heima☆59Apr 21, 2025Updated 11 months ago
- Official Implementation of ARPO: End-to-End Policy Optimization for GUI Agents with Experience Replay☆153May 29, 2025Updated 9 months ago
- A Simple Framework of Small-scale LMMs for Video Understanding☆111Jun 11, 2025Updated 9 months ago
- Codes for Difflare: Removing Image Flare with Latent Diffusion Models☆11Dec 24, 2024Updated last year
- A python script for downloading huggingface datasets and models.☆20Apr 10, 2025Updated 11 months ago
- [Neurips'24 Spotlight] Visual CoT: Advancing Multi-Modal Language Models with a Comprehensive Dataset and Benchmark for Chain-of-Thought …☆439Dec 22, 2024Updated last year
- MM-Eureka V0 also called R1-Multimodal-Journey, Latest version is in MM-Eureka☆325Jun 21, 2025Updated 9 months ago
- This repo contains evaluation code for the paper "AV-Odyssey: Can Your Multimodal LLMs Really Understand Audio-Visual Information?"☆31Dec 23, 2024Updated last year