PanguIR / MRAGSurveyLinks
A Survey of Multimodal Retrieval-Augmented Generation
☆20Updated last month
Alternatives and similar repositories for MRAGSurvey
Users that are interested in MRAGSurvey are comparing it to the libraries listed below
Sorting:
- Official PyTorch Implementation of MLLM Is a Strong Reranker: Advancing Multimodal Retrieval-augmented Generation via Knowledge-enhanced …☆89Updated last year
- [ICCV2025] A Token-level Text Image Foundation Model for Document Understanding☆126Updated 3 months ago
- 【ArXiv】PDF-Wukong: A Large Multimodal Model for Efficient Long PDF Reading with End-to-End Sparse Sampling☆128Updated 6 months ago
- The huggingface implementation of Fine-grained Late-interaction Multi-modal Retriever.☆103Updated 6 months ago
- Official Repository of MMLONGBENCH-DOC: Benchmarking Long-context Document Understanding with Visualizations☆112Updated 2 months ago
- [ACL 2025 Oral] 🔥🔥 MegaPairs: Massive Data Synthesis for Universal Multimodal Retrieval☆238Updated last month
- Research Code for Multimodal-Cognition Team in Ant Group☆169Updated 2 months ago
- Exploring Efficient Fine-Grained Perception of Multimodal Large Language Models☆65Updated last year
- [CVPR2025] VDocRAG: Retirval-Augmented Generation over Visually-Rich Documents☆54Updated 6 months ago
- This repository is the codebase of TabPedia: Towards Comprehensive Visual Table Understanding with Concept Synergy☆49Updated last year
- ☆99Updated 11 months ago
- [ACM MM 2025] The official code of "Breaking the Modality Barrier: Universal Embedding Learning with Multimodal LLMs"☆96Updated last week
- The official code for NeurIPS 2024 paper: Harmonizing Visual Text Comprehension and Generation☆129Updated last year
- The official repo for “TextCoT: Zoom In for Enhanced Multimodal Text-Rich Image Understanding”.☆44Updated last year
- Vary-tiny codebase upon LAVIS （for training from scratch）and a PDF image-text pairs data (about 600k including English/Chinese)☆86Updated last year
- Evaluation code and datasets for the ACL 2024 paper, VISTA: Visualized Text Embedding for Universal Multi-Modal Retrieval. The original c…☆45Updated last year
- Dataset and Code for our ACL 2024 paper: "Multimodal Table Understanding". We propose the first large-scale Multimodal IFT and Pre-Train …☆220Updated 6 months ago
- 从零到一实现了一个多模态大模型，并命名为Reyes（睿视），R：睿，eyes：眼。Reyes的参数量为8B，视觉编码器使用的是InternViT-300M-448px-V2_5,语言模型侧使用的是Qwen2.5-7B-Instruct，Reyes也通过一个两层MLP投影层连…☆27Updated 10 months ago
- official code for "Fox: Focus Anywhere for Fine-grained Multi-page Document Understanding"☆188Updated last year
- ☆186Updated last year
- [ACL 2024] ChartAssistant is a chart-based vision-language model for universal chart comprehension and reasoning.☆131Updated last year
- ☆62Updated 6 months ago
- [CVPR'24] RLHF-V: Towards Trustworthy MLLMs via Behavior Alignment from Fine-grained Correctional Human Feedback☆300Updated last year
- ☆108Updated 3 weeks ago
- [NeurIPS 2024] Needle In A Multimodal Haystack (MM-NIAH): A comprehensive benchmark designed to systematically evaluate the capability of…☆118Updated last year
- Repo for "VRAG-RL: Empower Vision-Perception-Based RAG for Visually Rich Information Understanding via Iterative Reasoning with Reinforce…☆412Updated 2 months ago
- ☆46Updated 10 months ago
- Official repository of MMDU dataset☆98Updated last year
- [ACM'MM 2024 Oral] Official code for "OneChart: Purify the Chart Structural Extraction via One Auxiliary Token"☆255Updated 8 months ago
- ☆142Updated last year