Alternatives and similar repositories for UV-CoT

Users that are interested in UV-CoT are comparing it to the libraries listed below

• ding523 / Curr_REFT
  ☆67Updated 2 months ago
• minglllli / CLS-RL
  Think or Not Think: A Study of Explicit Thinking in Rule-Based Visual Reinforcement Fine-Tuning
  ☆56Updated 2 months ago
• ggg0919 / cantor
  ☆86Updated last year
• RupertLuo / VoCoT
  VoCoT: Unleashing Visually Grounded Multi-Step Reasoning in Large Multi-Modal Models
  ☆71Updated last year
• foundation-multimodal-models / CAL
  [NeurIPS'24] Official PyTorch Implementation of Seeing the Image: Prioritizing Visual Correlation by Contrastive Alignment
  ☆57Updated 10 months ago
• MME-Benchmarks / MME-RealWorld
  ✨✨ [ICLR 2025] MME-RealWorld: Could Your Multimodal LLM Challenge High-Resolution Real-World Scenarios that are Difficult for Humans?
  ☆129Updated 5 months ago
• eric-ai-lab / GRIT
  Official code for paper "GRIT: Teaching MLLMs to Think with Images"
  ☆114Updated this week
• Liuziyu77 / MMDU
  Official repository of MMDU dataset
  ☆92Updated 10 months ago
• MME-Benchmarks / MME-CoT
  MME-CoT: Benchmarking Chain-of-Thought in LMMs for Reasoning Quality, Robustness, and Efficiency
  ☆124Updated last week
• deepglint / UniME
  [ACM MM25] The official code of "Breaking the Modality Barrier: Universal Embedding Learning with Multimodal LLMs"
  ☆83Updated last month
• MME-Benchmarks / MME-Unify
  MME-Unify: A Comprehensive Benchmark for Unified Multimodal Understanding and Generation Models
  ☆41Updated 3 months ago
• Liuziyu77 / MIA-DPO
  Official implement of MIA-DPO
  ☆62Updated 6 months ago
• bzluan / TextCoT
  The official repo for “TextCoT: Zoom In for Enhanced Multimodal Text-Rich Image Understanding”.
  ☆41Updated 10 months ago
• Kwai-YuanQi / MM-RLHF
  The Next Step Forward in Multimodal LLM Alignment
  ☆170Updated 3 months ago
• Liuziyu77 / RAR
  The official implementation of RAR
  ☆89Updated last year
• AFeng-x / Draw-and-Understand
  [ICLR2025] Draw-and-Understand: Leveraging Visual Prompts to Enable MLLMs to Comprehend What You Want
  ☆84Updated last month
• RifleZhang / LLaVA-Reasoner-DPO
  ☆85Updated 6 months ago
• zhangquanchen / VisRL
  [ICCV 2025] VisRL: Intention-Driven Visual Perception via Reinforced Reasoning
  ☆34Updated last month
• SliMM-X / CoMP-MM
  Official repository of "CoMP: Continual Multimodal Pre-training for Vision Foundation Models"
  ☆30Updated 4 months ago
• yu-rp / VisualPerceptionToken
  ☆93Updated 4 months ago
• ligeng0197 / Awesome-Thinking-With-Images
  Latest open-source "Thinking with images" (O3/O4-mini) papers, covering training-free, SFT-based, and RL-enhanced methods for "fine-grain…
  ☆79Updated 3 weeks ago
• findalexli / mllm-dpo
  [ACL 2024] Multi-modal preference alignment remedies regression of visual instruction tuning on language model
  ☆46Updated 8 months ago
• thunlp / DeepPerception
  DeepPerception: Advancing R1-like Cognitive Visual Perception in MLLMs for Knowledge-Intensive Visual Grounding
  ☆65Updated last month
• xinyan-cxy / MINT-CoT
  ☆62Updated last month
• OpenGVLab / MM-NIAH
  [NeurIPS 2024] Needle In A Multimodal Haystack (MM-NIAH): A comprehensive benchmark designed to systematically evaluate the capability of…
  ☆116Updated 8 months ago
• ZhangXJ199 / TinyLLaVA-Video-R1
  TinyLLaVA-Video-R1: Towards Smaller LMMs for Video Reasoning
  ☆88Updated 2 months ago
• XMUDeepLIT / LLaVE
  LLaVE: Large Language and Vision Embedding Models with Hardness-Weighted Contrastive Learning
  ☆63Updated 2 months ago
• PKU-ICST-MIPL / Finedefics_ICLR2025
  ☆67Updated 3 months ago
• yuecao0119 / MMInstruct
  [SCIS 2024] The official implementation of the paper "MMInstruct: A High-Quality Multi-Modal Instruction Tuning Dataset with Extensive Di…
  ☆55Updated 8 months ago
• ekonwang / VisuoThink
  [Proceedings of the 63rd Annual Meeting of the Association for Computational Linguistics]: VisuoThink: Empowering LVLM Reasoning with Mul…
  ☆26Updated last week