Awesome Reasoning in MLLMs: Papers and Projects about learning to reason with MLLMs, including Chain-of-Thought (CoT), OpenAl o1, and DeepSeek-R1
☆63Mar 18, 2025Updated last year
Alternatives and similar repositories for Awesome-Reasoning-MLLM
Users that are interested in Awesome-Reasoning-MLLM are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- Collections of Papers and Projects for Multimodal Reasoning.☆108Apr 25, 2025Updated last year
- Latest Advances on Reasoning of Multimodal Large Language Models (Multimodal R1 \ Visual R1) ) 🍓☆36Apr 3, 2025Updated last year
- [ICCV 2025] MMReason, MLLMs, step by step, reasoning benchmark, AGI☆15Apr 25, 2026Updated 5 months ago
- SophiaVL-R1: Reinforcing MLLMs Reasoning with Thinking Reward☆95Aug 8, 2025Updated last year
- DBPM is a simple algorithm designed as a lightweight plug-in without learnable parameters to enhance the performance of time series contr…☆15Mar 8, 2024Updated 2 years ago
- Deploy to Railway using AI coding agents - Free Credits Offer • AdUse Claude Code, Codex, OpenCode, and more. Autonomous software development now has the infrastructure to match with Railway.
- A collection of multimodal reasoning papers, codes, datasets, benchmarks and resources.☆43Jul 31, 2026Updated 2 months ago
- [ECCV 2022] GEB+: A Benchmark for Generic Event Boundary Captioning, Grounding and Retrieval☆17Aug 24, 2022Updated 4 years ago
- The original code for the data providers and the datasets of the paper "Defining Benchmarks for Continual Few-Shot Learning".☆16Apr 15, 2020Updated 6 years ago
- Official repository of "TDSD: Text-Driven Scene-Decoupled Weakly Supervised Video Anomaly Detection"☆11May 25, 2025Updated last year
- ☆10Apr 13, 2020Updated 6 years ago
- [LLaVA-Video-R1]✨First Adaptation of R1 to LLaVA-Video (2025-03-18)☆68May 9, 2025Updated last year
- The official repo for [ACM CSUR'24] "Empowering Agrifood System with Artificial Intelligence: A Survey of the Progress, Challenges and Op…☆13Dec 6, 2024Updated last year
- My implementation of the vehicle anomaly detection from https://github.com/ShuaiBai623/AI-City-Anomaly-Detection☆10Aug 30, 2019Updated 7 years ago
- [Findings of EMNLP 2022] AssistSR: Task-oriented Video Segment Retrieval for Personal AI Assistant☆24Sep 11, 2023Updated 3 years ago
- GPUs on demand by Runpod - Special Offer Available • AdRun AI, ML, and HPC workloads on powerful cloud GPUs—without limits or wasted spend. Deploy GPUs in under a minute and pay by the second.
- Multimodal Chain-of-Thought Reasoning: A Comprehensive Survey☆1,029Oct 3, 2026Updated last week
- 本项目提供了基于910B的huggingface LLM模型的Tensor Parallel(TP)部署教程,同时也可以作为一份极简的TP学习代码。☆32Jan 6, 2026Updated 9 months ago
- Advanced Machine Learning Fall 2020 Project Repository☆12Dec 12, 2020Updated 5 years ago
- ☆14Jun 29, 2024Updated 2 years ago
- Multi-Modal Tree of thoughts for DALLE-3 like auto self improvement☆17Nov 11, 2024Updated last year
- ☆22Sep 14, 2014Updated 12 years ago
- This repo contains code and data for ICLR 2025 paper MIA-Bench: Towards Better Instruction Following Evaluation of Multimodal LLMs☆38Sep 11, 2026Updated last month
- ✨First Open-Source R1-like Video-LLM [2025/02/18]☆384Updated this week
- auto star for repo lists☆11Aug 26, 2023Updated 3 years ago
- AI Agents on DigitalOcean Gradient AI Platform • AdBuild production-ready AI agents using customizable tools or access multiple LLMs through a single endpoint. Create custom knowledge bases or connect external data.
- PyTorch code for "Contrastive Region Guidance: Improving Grounding in Vision-Language Models without Training"☆39Mar 4, 2024Updated 2 years ago
- R1-like Video-LLM for Temporal Grounding☆137Jun 20, 2025Updated last year
- [NIPS'25 Spotlight] Mulberry, an o1-like Reasoning and Reflection MLLM Implemented via Collective MCTS☆1,243Jan 16, 2026Updated 8 months ago
- Latest Advances on Long Chain-of-Thought Reasoning☆651Jul 18, 2025Updated last year
- Official code for "pi-Tuning: Transferring Multimodal Foundation Models with Optimal Multi-task Interpolation", ICML 2023.☆33Jul 21, 2023Updated 3 years ago
- ☆20Jul 1, 2026Updated 3 months ago
- ☆13May 9, 2023Updated 3 years ago
- Evaluating Vision & Language Pretraining Models with Objects, Attributes and Relations. [EMNLP 2022]☆138Apr 10, 2026Updated 6 months ago
- [ICCV'23] UATVR: Uncertainty-Adaptive Text-Video Retrieval☆13Nov 5, 2023Updated 2 years ago
- AI Agents on DigitalOcean Gradient AI Platform • AdBuild production-ready AI agents using customizable tools or access multiple LLMs through a single endpoint. Create custom knowledge bases or connect external data.
- [NeurIPS 2025] Reasoning MLLM, Share-GRPO, advantage vanishing, sparse reward☆37Sep 19, 2025Updated last year
- Implementation for the CVPR2019 paper "Graphical Contrastive Losses for Scene Graph Parsing"☆12Nov 11, 2019Updated 6 years ago
- ☆14Dec 13, 2018Updated 7 years ago
- 与iris-gorm-demo对应的前端代码,vue+element写的增删改查页面☆17Jan 3, 2023Updated 3 years ago
- 小红书笔记 | 评论爬虫、抖音视频 | 评论爬虫、快手视频 | 评论爬虫、B 站视频 | 评论爬虫、微博帖子 | 评论爬虫☆11Mar 28, 2024Updated 2 years ago
- Collection of papers and repos for multimodal chain-of-thought☆89Nov 6, 2024Updated last year
- [NeurIPS 2025] VeriThinker: Learning to Verify Makes Reasoning Model Efficient☆68Sep 27, 2025Updated last year