bronyayang / Law_of_Vision_Representation_in_MLLMsLinks
[COLM'25] Official implementation of the Law of Vision Representation in MLLMs
☆171Updated 2 months ago
Alternatives and similar repositories for Law_of_Vision_Representation_in_MLLMs
Users that are interested in Law_of_Vision_Representation_in_MLLMs are comparing it to the libraries listed below
Sorting:
- [NeurIPS 2024] This repo contains evaluation code for the paper "Are We on the Right Way for Evaluating Large Vision-Language Models"☆201Updated last year
- [TMLR] Public code repo for paper "A Single Transformer for Scalable Vision-Language Modeling"☆147Updated last year
- 【NeurIPS 2024】Dense Connector for MLLMs☆181Updated last year
- LLaVA-PruMerge: Adaptive Token Reduction for Efficient Large Multimodal Models☆159Updated 2 months ago
- [CVPR'2025] VoCo-LLaMA: This repo is the official implementation of "VoCo-LLaMA: Towards Vision Compression with Large Language Models".☆202Updated 6 months ago
- ☆81Updated last year
- DenseFusion-1M: Merging Vision Experts for Comprehensive Multimodal Perception☆158Updated last year
- EVE Series: Encoder-Free Vision-Language Models from BAAI☆362Updated 5 months ago
- [ICML 2024] | MMT-Bench: A Comprehensive Multimodal Benchmark for Evaluating Large Vision-Language Models Towards Multitask AGI☆115Updated last year
- Matryoshka Multimodal Models☆121Updated 11 months ago
- This repo contains evaluation code for the paper "BLINK: Multimodal Large Language Models Can See but Not Perceive". https://arxiv.or…☆152Updated 2 months ago
- [ICLR2025] LLaVA-HR: High-Resolution Large Language-Vision Assistant☆246Updated last year
- The official code of "VL-Rethinker: Incentivizing Self-Reflection of Vision-Language Models with Reinforcement Learning" [NeurIPS25]☆169Updated 6 months ago
- A Comprehensive Benchmark and Toolkit for Evaluating Video-based Large Language Models!☆136Updated last year
- ☆155Updated last year
- Beyond Hallucinations: Enhancing LVLMs through Hallucination-Aware Direct Preference Optimization☆99Updated last year
- Official code for Paper "Mantis: Multi-Image Instruction Tuning" [TMLR 2024]☆237Updated 9 months ago
- [ACL 2024 Findings] "TempCompass: Do Video LLMs Really Understand Videos?", Yuanxin Liu, Shicheng Li, Yi Liu, Yuxiang Wang, Shuhuai Ren, …☆127Updated 8 months ago
- [ICLR2025] MMIU: Multimodal Multi-image Understanding for Evaluating Large Vision-Language Models☆92Updated last year
- ☆356Updated last year
- [ICLR2025] Draw-and-Understand: Leveraging Visual Prompts to Enable MLLMs to Comprehend What You Want☆92Updated 3 weeks ago
- ☆140Updated last year
- [NeurIPS 2024] MoVA: Adapting Mixture of Vision Experts to Multimodal Context☆168Updated last year
- [Neurips 24' D&B] Official Dataloader and Evaluation Scripts for LongVideoBench.☆112Updated last year
- [NeurIPS 2025] NoisyRollout: Reinforcing Visual Reasoning with Data Augmentation☆102Updated 3 months ago
- [SCIS 2024] The official implementation of the paper "MMInstruct: A High-Quality Multi-Modal Instruction Tuning Dataset with Extensive Di…☆61Updated last year
- ☆133Updated 2 years ago
- [CVPR 2024] CapsFusion: Rethinking Image-Text Data at Scale☆212Updated last year
- Densely Captioned Images (DCI) dataset repository.☆195Updated last year
- A collection of visual instruction tuning datasets.☆76Updated last year