MMStar-Benchmark / MMStar
[NeurIPS 2024] This repo contains evaluation code for the paper "Are We on the Right Way for Evaluating Large Vision-Language Models"
☆174Updated 6 months ago
Alternatives and similar repositories for MMStar:
Users that are interested in MMStar are comparing it to the libraries listed below
- Official implementation of the Law of Vision Representation in MLLMs☆153Updated 4 months ago
- (CVPR 2025) PyramidDrop: Accelerating Your Large Vision-Language Models via Pyramid Visual Redundancy Reduction☆89Updated last month
- Official repository of MMDU dataset☆87Updated 6 months ago
- LLaVA-PruMerge: Adaptive Token Reduction for Efficient Large Multimodal Models☆123Updated 10 months ago
- [NeurIPS 2024] Needle In A Multimodal Haystack (MM-NIAH): A comprehensive benchmark designed to systematically evaluate the capability of…☆114Updated 4 months ago
- ✨✨ [ICLR 2025] MME-RealWorld: Could Your Multimodal LLM Challenge High-Resolution Real-World Scenarios that are Difficult for Humans?☆106Updated last month
- A RLHF Infrastructure for Vision-Language Models☆170Updated 4 months ago
- ☆133Updated last year
- ☆144Updated 5 months ago
- Beyond Hallucinations: Enhancing LVLMs through Hallucination-Aware Direct Preference Optimization☆86Updated last year
- Official code of *Virgo: A Preliminary Exploration on Reproducing o1-like MLLM*☆99Updated last month
- VoCoT: Unleashing Visually Grounded Multi-Step Reasoning in Large Multi-Modal Models☆52Updated 9 months ago
- [ECCV 2024] Paying More Attention to Image: A Training-Free Method for Alleviating Hallucination in LVLMs☆112Updated 5 months ago
- [TMLR] Public code repo for paper "A Single Transformer for Scalable Vision-Language Modeling"☆131Updated 5 months ago
- [NeurIPS2024] Repo for the paper `ControlMLLM: Training-Free Visual Prompt Learning for Multimodal Large Language Models'☆157Updated 2 months ago
- Official implement of MIA-DPO☆54Updated 2 months ago
- [Neurips 24' D&B] Official Dataloader and Evaluation Scripts for LongVideoBench.☆94Updated 8 months ago
- A Comprehensive Benchmark and Toolkit for Evaluating Video-based Large Language Models!☆125Updated last year
- ☆41Updated 3 months ago
- The Next Step Forward in Multimodal LLM Alignment☆142Updated last month
- [ICLR'25] Official code for the paper 'MLLMs Know Where to Look: Training-free Perception of Small Visual Details with Multimodal LLMs'☆122Updated last week
- Official code for Paper "Mantis: Multi-Image Instruction Tuning" [TMLR2024]☆210Updated 3 weeks ago
- 【NeurIPS 2024】Dense Connector for MLLMs☆158Updated 6 months ago
- [CVPR 2024] Prompt Highlighter: Interactive Control for Multi-Modal LLMs☆144Updated 8 months ago
- [ICLR 2025] LLaVA-MoD: Making LLaVA Tiny via MoE-Knowledge Distillation☆123Updated 2 weeks ago
- [NeurIPS'24] Official PyTorch Implementation of Seeing the Image: Prioritizing Visual Correlation by Contrastive Alignment☆57Updated 6 months ago
- ☆115Updated 8 months ago
- [CVPR'24] RLHF-V: Towards Trustworthy MLLMs via Behavior Alignment from Fine-grained Correctional Human Feedback☆275Updated 7 months ago
- A collection of visual instruction tuning datasets.☆76Updated last year
- [EMNLP'23] The official GitHub page for ''Evaluating Object Hallucination in Large Vision-Language Models''☆82Updated last year