bronyayang / Law_of_Vision_Representation_in_MLLMsLinks
Official implementation of the Law of Vision Representation in MLLMs
☆163Updated 8 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"☆189Updated 10 months ago
- [TMLR] Public code repo for paper "A Single Transformer for Scalable Vision-Language Modeling"☆144Updated 8 months ago
- [CVPR'2025] VoCo-LLaMA: This repo is the official implementation of "VoCo-LLaMA: Towards Vision Compression with Large Language Models".☆180Updated last month
- LLaVA-PruMerge: Adaptive Token Reduction for Efficient Large Multimodal Models☆142Updated last month
- 【NeurIPS 2024】Dense Connector for MLLMs☆171Updated 9 months ago
- EVE Series: Encoder-Free Vision-Language Models from BAAI☆342Updated last week
- [ACL 2024 Findings] "TempCompass: Do Video LLMs Really Understand Videos?", Yuanxin Liu, Shicheng Li, Yi Liu, Yuxiang Wang, Shuhuai Ren, …☆120Updated 4 months ago
- DenseFusion-1M: Merging Vision Experts for Comprehensive Multimodal Perception☆150Updated 8 months ago
- ☆152Updated 9 months ago
- [Neurips 24' D&B] Official Dataloader and Evaluation Scripts for LongVideoBench.☆104Updated last year
- The official code of "VL-Rethinker: Incentivizing Self-Reflection of Vision-Language Models with Reinforcement Learning"☆131Updated 2 months ago
- ☆66Updated last year
- [ICML 2024] | MMT-Bench: A Comprehensive Multimodal Benchmark for Evaluating Large Vision-Language Models Towards Multitask AGI☆113Updated last year
- A Comprehensive Benchmark and Toolkit for Evaluating Video-based Large Language Models!☆131Updated last year
- A collection of visual instruction tuning datasets.☆76Updated last year
- ☆118Updated last year
- Matryoshka Multimodal Models☆112Updated 6 months ago
- [NeurIPS 2024] MoVA: Adapting Mixture of Vision Experts to Multimodal Context☆165Updated 10 months ago
- ☆138Updated 10 months ago
- [NeurIPS 2024] Needle In A Multimodal Haystack (MM-NIAH): A comprehensive benchmark designed to systematically evaluate the capability of…☆116Updated 8 months ago
- [ICCV 2025] LVBench: An Extreme Long Video Understanding Benchmark☆103Updated 3 weeks ago
- This repo contains evaluation code for the paper "BLINK: Multimodal Large Language Models Can See but Not Perceive". https://arxiv.or…☆133Updated last year
- (CVPR 2025) PyramidDrop: Accelerating Your Large Vision-Language Models via Pyramid Visual Redundancy Reduction☆117Updated 4 months ago
- ACL'24 (Oral) Tuning Large Multimodal Models for Videos using Reinforcement Learning from AI Feedback☆70Updated 10 months ago
- ☆93Updated 4 months ago
- ✨✨ [ICLR 2025] MME-RealWorld: Could Your Multimodal LLM Challenge High-Resolution Real-World Scenarios that are Difficult for Humans?☆129Updated 5 months ago
- [ICLR2025] MMIU: Multimodal Multi-image Understanding for Evaluating Large Vision-Language Models☆85Updated 10 months ago
- SFT or RL? An Early Investigation into Training R1-Like Reasoning Large Vision-Language Models☆129Updated 3 months ago
- Beyond Hallucinations: Enhancing LVLMs through Hallucination-Aware Direct Preference Optimization☆90Updated last year
- ☆344Updated last year