ADaM-BJTU / Mind_with_eyes_Awesome_MLLMs_ReasoningLinks
This repository will continuously update the latest papers, technical reports, benchmarks about multimodal reasoning!
☆49Updated 5 months ago
Alternatives and similar repositories for Mind_with_eyes_Awesome_MLLMs_Reasoning
Users that are interested in Mind_with_eyes_Awesome_MLLMs_Reasoning are comparing it to the libraries listed below
Sorting:
- A Comprehensive Survey on Evaluating Reasoning Capabilities in Multimodal Large Language Models.☆68Updated 5 months ago
- A Self-Training Framework for Vision-Language Reasoning☆83Updated 7 months ago
- MME-CoT: Benchmarking Chain-of-Thought in LMMs for Reasoning Quality, Robustness, and Efficiency☆128Updated last month
- VoCoT: Unleashing Visually Grounded Multi-Step Reasoning in Large Multi-Modal Models☆73Updated last year
- NoisyRollout: Reinforcing Visual Reasoning with Data Augmentation☆87Updated last month
- Collections of Papers and Projects for Multimodal Reasoning.☆106Updated 4 months ago
- ☆104Updated 2 months ago
- Interleaving Reasoning: Next-Generation Reasoning Systems for AGI☆155Updated last week
- [ICML 2025] Official implementation of paper 'Look Twice Before You Answer: Memory-Space Visual Retracing for Hallucination Mitigation in…☆148Updated last week
- ☆82Updated last year
- ☆88Updated 8 months ago
- [ICLR 2025] MLLM can see? Dynamic Correction Decoding for Hallucination Mitigation☆103Updated this week
- [CVPR' 25] Interleaved-Modal Chain-of-Thought☆83Updated 3 weeks ago
- A Survey on Benchmarks of Multimodal Large Language Models☆138Updated 2 months ago
- [ECCV 2024] Paying More Attention to Image: A Training-Free Method for Alleviating Hallucination in LVLMs☆140Updated 10 months ago
- ☆139Updated 7 months ago
- Official repo for "PAPO: Perception-Aware Policy Optimization for Multimodal Reasoning"☆84Updated 3 weeks ago
- Code for DeCo: Decoupling token compression from semanchc abstraction in multimodal large language models☆69Updated 2 months ago
- [NeurIPS2024] Repo for the paper `ControlMLLM: Training-Free Visual Prompt Learning for Multimodal Large Language Models'☆192Updated 2 months ago
- [LLaVA-Video-R1]✨First Adaptation of R1 to LLaVA-Video (2025-03-18)☆32Updated 4 months ago
- Think or Not Think: A Study of Explicit Thinking in Rule-Based Visual Reinforcement Fine-Tuning☆62Updated 3 months ago
- ☆27Updated 7 months ago
- Latest open-source "Thinking with images" (O3/O4-mini) papers, covering training-free, SFT-based, and RL-enhanced methods for "fine-grain…☆88Updated 3 weeks ago
- More Thinking, Less Seeing? Assessing Amplified Hallucination in Multimodal Reasoning Models☆53Updated 3 months ago
- The Next Step Forward in Multimodal LLM Alignment☆178Updated 4 months ago
- [CVPR2025 Highlight] Insight-V: Exploring Long-Chain Visual Reasoning with Multimodal Large Language Models☆221Updated 2 months ago
- [ACM MM 2025] TimeChat-online: 80% Visual Tokens are Naturally Redundant in Streaming Videos☆76Updated this week
- [ICLR'25] Official code for the paper 'MLLMs Know Where to Look: Training-free Perception of Small Visual Details with Multimodal LLMs'☆254Updated 4 months ago
- Latest Advances on (RL based) Multimodal Reasoning and Generation in Multimodal Large Language Models☆36Updated 2 weeks ago
- Code for paper: Reinforced Vision Perception with Tools☆42Updated last week