[CVPR2025 Highlight] Insight-V: Exploring Long-Chain Visual Reasoning with Multimodal Large Language Models
☆238Nov 7, 2025Updated 7 months ago
Alternatives and similar repositories for Insight-V
Users that are interested in Insight-V are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- Official code of *Virgo: A Preliminary Exploration on Reproducing o1-like MLLM*☆110May 27, 2025Updated last year
- MM-Eureka V0 also called R1-Multimodal-Journey, Latest version is in MM-Eureka☆325Jun 21, 2025Updated last year
- [Neurips'24 Spotlight] Visual CoT: Advancing Multi-Modal Language Models with a Comprehensive Dataset and Benchmark for Chain-of-Thought …☆446Dec 22, 2024Updated last year
- [ACL2026 oral] Uni-MMMU : A Massive Multi-discipline Multimodal Unified Benchmark☆25Apr 13, 2026Updated 2 months ago
- [CVPR'24] RLHF-V: Towards Trustworthy MLLMs via Behavior Alignment from Fine-grained Correctional Human Feedback☆310Sep 11, 2024Updated last year
- Managed hosting for WordPress and PHP on Cloudways • AdManaged hosting for WordPress, Magento, Laravel, or PHP apps, on multiple cloud providers. Deploy in minutes on Cloudways by DigitalOcean.
- [ACL 2025 🔥] Rethinking Step-by-step Visual Reasoning in LLMs☆308May 21, 2025Updated last year
- MM-EUREKA: Exploring the Frontiers of Multimodal Reasoning with Rule-based Reinforcement Learning☆771Sep 7, 2025Updated 9 months ago
- [AAAI'26] Official implementation of CMMCoT: Enhancing Complex Multi-Image Comprehension via Multi-Modal Chain-of-Thought and Memory Augm…☆11Dec 5, 2025Updated 7 months ago
- Chain-of-Spot: Interactive Reasoning Improves Large Vision-language Models☆100Mar 22, 2024Updated 2 years ago
- LongLLaVA: Scaling Multi-modal LLMs to 1000 Images Efficiently via Hybrid Architecture☆211Jan 6, 2025Updated last year
- A RLHF Infrastructure for Vision-Language Models☆201Nov 15, 2024Updated last year
- [ICCV 2025] LLaVA-CoT, a visual language model capable of spontaneous, systematic reasoning☆2,136Dec 12, 2025Updated 6 months ago
- Enhancing Large Vision Language Models with Self-Training on Image Comprehension.☆68May 31, 2024Updated 2 years ago
- ☆115Jan 8, 2025Updated last year
- 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 fork to add multimodal model training to open-r1☆1,583Feb 8, 2025Updated last year
- ☆158Oct 31, 2024Updated last year
- Ola: Pushing the Frontiers of Omni-Modal Language Model☆394Jun 13, 2025Updated last year
- [ICCV 2025] Auto Interpretation Pipeline and many other functionalities for Multimodal SAE Analysis.☆199Sep 26, 2025Updated 9 months ago
- ☆4,699Jun 15, 2026Updated 3 weeks ago
- [ICLR 2025] MLLM for On-Demand Spatial-Temporal Understanding at Arbitrary Resolution☆329Jul 4, 2025Updated last year
- A Self-Training Framework for Vision-Language Reasoning☆89Jan 23, 2025Updated last year
- [CVPR 2026] MMR1: Enhancing Multimodal Reasoning with Variance-Aware Sampling and Open Resources☆218Sep 26, 2025Updated 9 months ago
- [EMNLP 2024] SURf: Teaching Large Vision-Language Models to Selectively Utilize Retrieved Information☆11Oct 11, 2024Updated last year
- Managed hosting for WordPress and PHP on Cloudways • AdManaged hosting for WordPress, Magento, Laravel, or PHP apps, on multiple cloud providers. Deploy in minutes on Cloudways by DigitalOcean.
- [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…☆1,554Mar 20, 2026Updated 3 months ago
- VoCoT: Unleashing Visually Grounded Multi-Step Reasoning in Large Multi-Modal Models☆79Jul 13, 2024Updated last year
- [CVPR' 25] Interleaved-Modal Chain-of-Thought☆111Dec 30, 2025Updated 6 months ago
- ☆41Nov 8, 2024Updated last year
- Project Page For "Seg-Zero: Reasoning-Chain Guided Segmentation via Cognitive Reinforcement"☆633Jan 17, 2026Updated 5 months ago
- [ECCV 2024] Efficient Inference of Vision Instruction-Following Models with Elastic Cache☆43Jul 26, 2024Updated last year
- ☆46Dec 30, 2024Updated last year
- VideoNIAH: A Flexible Synthetic Method for Benchmarking Video MLLMs☆57Mar 9, 2025Updated last year
- [ICML 2025] Streamline Without Sacrifice - Squeeze out Computation Redundancy in LMM☆20May 22, 2025Updated last year
- GPU virtual machines on DigitalOcean Gradient AI • AdGet to production fast with high-performance AMD and NVIDIA GPUs you can spin up in seconds. The definition of operational simplicity.
- [ICML 2025] M-STAR (Multimodal Self-Evolving TrAining for Reasoning) Project. Diving into Self-Evolving Training for Multimodal Reasoning☆75Jul 13, 2025Updated 11 months ago
- Open-source evaluation toolkit of large multi-modality models (LMMs), support 220+ LMMs, 80+ benchmarks☆4,253Updated this week
- One-for-All Multimodal Evaluation Toolkit Across Text, Image, Video, and Audio Tasks☆4,279Updated this week
- [CVPR 2025 Oral] VideoEspresso: A Large-Scale Chain-of-Thought Dataset for Fine-Grained Video Reasoning via Core Frame Selection☆140Jul 28, 2025Updated 11 months ago
- ☆91Mar 12, 2026Updated 3 months ago
- Extend OpenRLHF to support LMM RL training for reproduction of DeepSeek-R1 on multimodal tasks.☆847May 14, 2025Updated last year
- KARL: Knowledge-Aware Reasoning and Reinforcement Learning for Knowledge-Intensive Visual Grounding☆68Apr 5, 2026Updated 3 months ago