MME-Benchmarks / MME-CoTLinks
MME-CoT: Benchmarking Chain-of-Thought in LMMs for Reasoning Quality, Robustness, and Efficiency
☆107Updated last month
Alternatives and similar repositories for MME-CoT
Users that are interested in MME-CoT are comparing it to the libraries listed below
Sorting:
- VoCoT: Unleashing Visually Grounded Multi-Step Reasoning in Large Multi-Modal Models☆60Updated 10 months ago
- A Comprehensive Survey on Evaluating Reasoning Capabilities in Multimodal Large Language Models.☆62Updated 2 months ago
- ☆77Updated 4 months ago
- Official implement of MIA-DPO☆58Updated 4 months ago
- Official repository of MMDU dataset☆91Updated 8 months ago
- [NeurIPS 2024] This repo contains evaluation code for the paper "Are We on the Right Way for Evaluating Large Vision-Language Models"☆181Updated 8 months ago
- SFT or RL? An Early Investigation into Training R1-Like Reasoning Large Vision-Language Models☆112Updated last month
- ☆25Updated last year
- MME-Unify: A Comprehensive Benchmark for Unified Multimodal Understanding and Generation Models☆35Updated last month
- The codebase for our EMNLP24 paper: Multimodal Self-Instruct: Synthetic Abstract Image and Visual Reasoning Instruction Using Language Mo…☆78Updated 4 months ago
- Beyond Hallucinations: Enhancing LVLMs through Hallucination-Aware Direct Preference Optimization☆88Updated last year
- [ECCV 2024] Paying More Attention to Image: A Training-Free Method for Alleviating Hallucination in LVLMs☆120Updated 6 months ago
- ☆36Updated 10 months ago
- ☆84Updated 2 months ago
- Official code of *Virgo: A Preliminary Exploration on Reproducing o1-like MLLM*☆103Updated last week
- ☆46Updated 3 weeks ago
- ☆74Updated 11 months ago
- [NeurIPS 2024] Needle In A Multimodal Haystack (MM-NIAH): A comprehensive benchmark designed to systematically evaluate the capability of…☆117Updated 6 months ago
- Collections of Papers and Projects for Multimodal Reasoning.☆105Updated last month
- [ICLR 2025] MLLM can see? Dynamic Correction Decoding for Hallucination Mitigation☆82Updated 5 months ago
- The Next Step Forward in Multimodal LLM Alignment☆160Updated last month
- ☆43Updated 5 months ago
- [EMNLP'23] The official GitHub page for ''Evaluating Object Hallucination in Large Vision-Language Models''☆83Updated last year
- VCR-Bench: A Comprehensive Evaluation Framework for Video Chain-of-Thought Reasoning☆28Updated last month
- VideoNIAH: A Flexible Synthetic Method for Benchmarking Video MLLMs☆47Updated 2 months ago
- (CVPR 2025) PyramidDrop: Accelerating Your Large Vision-Language Models via Pyramid Visual Redundancy Reduction☆105Updated 2 months ago
- [ArXiv] V2PE: Improving Multimodal Long-Context Capability of Vision-Language Models with Variable Visual Position Encoding☆47Updated 5 months ago
- [ICLR2025] Draw-and-Understand: Leveraging Visual Prompts to Enable MLLMs to Comprehend What You Want☆74Updated 4 months ago
- Enhancing Large Vision Language Models with Self-Training on Image Comprehension.☆67Updated last year
- Think or Not Think: A Study of Explicit Thinking in Rule-Based Visual Reinforcement Fine-Tuning☆44Updated 2 weeks ago