MME-Benchmarks / MME-CoTLinks
MME-CoT: Benchmarking Chain-of-Thought in LMMs for Reasoning Quality, Robustness, and Efficiency
☆128Updated 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☆72Updated last year
- [NeurIPS 2024] This repo contains evaluation code for the paper "Are We on the Right Way for Evaluating Large Vision-Language Models"☆194Updated 11 months ago
- Think or Not Think: A Study of Explicit Thinking in Rule-Based Visual Reinforcement Fine-Tuning☆62Updated 3 months ago
- A Survey on Benchmarks of Multimodal Large Language Models☆137Updated 2 months ago
- [ECCV 2024] Paying More Attention to Image: A Training-Free Method for Alleviating Hallucination in LVLMs☆139Updated 10 months ago
- ☆88Updated 8 months ago
- NoisyRollout: Reinforcing Visual Reasoning with Data Augmentation☆87Updated 3 weeks ago
- Code for DeCo: Decoupling token compression from semanchc abstraction in multimodal large language models☆69Updated last month
- ☆67Updated last month
- Doodling our way to AGI ✏️ 🖼️ 🧠☆98Updated 3 months ago
- A Comprehensive Survey on Evaluating Reasoning Capabilities in Multimodal Large Language Models.☆68Updated 5 months ago
- The Next Step Forward in Multimodal LLM Alignment☆178Updated 4 months ago
- [NeurIPS2024] Repo for the paper `ControlMLLM: Training-Free Visual Prompt Learning for Multimodal Large Language Models'☆192Updated last month
- Official implement of MIA-DPO☆65Updated 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…☆87Updated 3 weeks ago
- Official repository of MMDU dataset☆93Updated 11 months ago
- ☆139Updated 7 months ago
- Beyond Hallucinations: Enhancing LVLMs through Hallucination-Aware Direct Preference Optimization☆91Updated last year
- MME-Unify: A Comprehensive Benchmark for Unified Multimodal Understanding and Generation Models☆41Updated 5 months ago
- A Self-Training Framework for Vision-Language Reasoning☆83Updated 7 months ago
- This repository is the official implementation of "Look-Back: Implicit Visual Re-focusing in MLLM Reasoning".☆52Updated 2 months ago
- ☆114Updated 5 months ago
- A RLHF Infrastructure for Vision-Language Models☆183Updated 9 months ago
- Reinforcement Learning Tuning for VideoLLMs: Reward Design and Data Efficiency☆52Updated 3 months ago
- Official repo for "PAPO: Perception-Aware Policy Optimization for Multimodal Reasoning"☆84Updated 2 weeks ago
- ✨✨ [ICLR 2025] MME-RealWorld: Could Your Multimodal LLM Challenge High-Resolution Real-World Scenarios that are Difficult for Humans?☆132Updated 6 months ago
- [CVPR' 25] Interleaved-Modal Chain-of-Thought☆81Updated 3 weeks ago
- SFT or RL? An Early Investigation into Training R1-Like Reasoning Large Vision-Language Models☆132Updated 4 months ago
- [ACM MM 2025] TimeChat-online: 80% Visual Tokens are Naturally Redundant in Streaming Videos☆75Updated last month
- ☆25Updated last year