gogoczh / CoMTLinks
code for "CoMT: A Novel Benchmark for Chain of Multi-modal Thought on Large Vision-Language Models"
☆19Updated 7 months ago
Alternatives and similar repositories for CoMT
Users that are interested in CoMT are comparing it to the libraries listed below
Sorting:
- ☆84Updated last year
- A Comprehensive Survey on Evaluating Reasoning Capabilities in Multimodal Large Language Models.☆69Updated 7 months ago
- ☆109Updated last month
- This repository will continuously update the latest papers, technical reports, benchmarks about multimodal reasoning!☆54Updated 7 months ago
- Interleaving Reasoning: Next-Generation Reasoning Systems for AGI☆187Updated 2 weeks ago
- A Survey on Benchmarks of Multimodal Large Language Models☆143Updated 4 months ago
- Official repo for "PAPO: Perception-Aware Policy Optimization for Multimodal Reasoning"☆94Updated 2 months ago
- [NeurIPS 2025] NoisyRollout: Reinforcing Visual Reasoning with Data Augmentation☆95Updated last month
- ☆144Updated 8 months ago
- Collections of Papers and Projects for Multimodal Reasoning.☆105Updated 6 months ago
- MME-CoT: Benchmarking Chain-of-Thought in LMMs for Reasoning Quality, Robustness, and Efficiency☆132Updated 2 months ago
- This repository contains the code for SFT, RLHF, and DPO, designed for vision-based LLMs, including the LLaVA models and the LLaMA-3.2-vi…☆115Updated 4 months ago
- A Self-Training Framework for Vision-Language Reasoning☆84Updated 9 months ago
- [ECCV 2024] Paying More Attention to Image: A Training-Free Method for Alleviating Hallucination in LVLMs☆147Updated 11 months ago
- Latest Advances on (RL based) Multimodal Reasoning and Generation in Multimodal Large Language Models☆41Updated this week
- A RLHF Infrastructure for Vision-Language Models☆185Updated 11 months ago
- [NeurIPS 2025] More Thinking, Less Seeing? Assessing Amplified Hallucination in Multimodal Reasoning Models☆65Updated 5 months ago
- An Arena-style Automated Evaluation Benchmark for Detailed Captioning☆56Updated 5 months ago
- VoCoT: Unleashing Visually Grounded Multi-Step Reasoning in Large Multi-Modal Models☆75Updated last year
- Github repository for "Bring Reason to Vision: Understanding Perception and Reasoning through Model Merging" (ICML 2025)☆77Updated last month
- [ICML 2025] Official implementation of paper 'Look Twice Before You Answer: Memory-Space Visual Retracing for Hallucination Mitigation in…☆163Updated last month
- Less is More: Mitigating Multimodal Hallucination from an EOS Decision Perspective (ACL 2024)☆54Updated last year
- The official GitHub page for ''Evaluating Object Hallucination in Large Vision-Language Models''☆226Updated 2 months ago
- Research works from Tencent AI Lab regarding self-evolving agents☆61Updated 2 months ago
- [AAAI 2025]Math-PUMA: Progressive Upward Multimodal Alignment to Enhance Mathematical Reasoning☆41Updated 6 months ago
- [ICLR 2025] MLLM can see? Dynamic Correction Decoding for Hallucination Mitigation☆118Updated last month
- MAT: Multi-modal Agent Tuning 🔥 ICLR 2025 (Spotlight)☆67Updated 4 months ago
- Imagine While Reasoning in Space: Multimodal Visualization-of-Thought (ICML 2025)☆57Updated 6 months ago
- The official code of "VL-Rethinker: Incentivizing Self-Reflection of Vision-Language Models with Reinforcement Learning" [NeurIPS25]☆162Updated 4 months ago
- [ICLR'25] Official code for the paper 'MLLMs Know Where to Look: Training-free Perception of Small Visual Details with Multimodal LLMs'☆284Updated 6 months ago