PanguIR / MRAGSurveyLinks
A Survey of Multimodal Retrieval-Augmented Generation
☆20Updated last week
Alternatives and similar repositories for MRAGSurvey
Users that are interested in MRAGSurvey are comparing it to the libraries listed below
Sorting:
- Exploring Efficient Fine-Grained Perception of Multimodal Large Language Models☆63Updated last year
- [ICCV2025] A Token-level Text Image Foundation Model for Document Understanding☆123Updated 2 months ago
- 【ArXiv】PDF-Wukong: A Large Multimodal Model for Efficient Long PDF Reading with End-to-End Sparse Sampling☆127Updated 5 months ago
- Official PyTorch Implementation of MLLM Is a Strong Reranker: Advancing Multimodal Retrieval-augmented Generation via Knowledge-enhanced …☆87Updated last year
- This repository is the codebase of TabPedia: Towards Comprehensive Visual Table Understanding with Concept Synergy☆47Updated last year
- The official code for NeurIPS 2024 paper: Harmonizing Visual Text Comprehension and Generation☆129Updated 11 months ago
- Vary-tiny codebase upon LAVIS (for training from scratch)and a PDF image-text pairs data (about 600k including English/Chinese)☆86Updated last year
- Official Repository of MMLONGBENCH-DOC: Benchmarking Long-context Document Understanding with Visualizations☆103Updated last month
- The huggingface implementation of Fine-grained Late-interaction Multi-modal Retriever.☆101Updated 5 months ago
- ☆99Updated 10 months ago
- [ACL 2025 Oral] 🔥🔥 MegaPairs: Massive Data Synthesis for Universal Multimodal Retrieval☆233Updated last week
- Dataset and Code for our ACL 2024 paper: "Multimodal Table Understanding". We propose the first large-scale Multimodal IFT and Pre-Train …☆219Updated 5 months ago
- The official repo for “TextCoT: Zoom In for Enhanced Multimodal Text-Rich Image Understanding”.☆43Updated last year
- Research Code for Multimodal-Cognition Team in Ant Group☆169Updated last month
- 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…☆26Updated 9 months ago
- [ACL 2024] ChartAssistant is a chart-based vision-language model for universal chart comprehension and reasoning.☆131Updated last year
- [arXiv: 2505.17163] OCR-Reasoning Benchmark: Unveiling the True Capabilities of MLLMs in Complex Text-Rich Image Reasoning☆67Updated 3 months ago
- ☆29Updated last year
- ☆142Updated last year
- Repo for "VRAG-RL: Empower Vision-Perception-Based RAG for Visually Rich Information Understanding via Iterative Reasoning with Reinforce…☆391Updated last month
- official code for "Fox: Focus Anywhere for Fine-grained Multi-page Document Understanding"☆180Updated last year
- ☆186Updated last year
- Evaluation of the Optical Character Recognition (OCR) capabilities of GPT-4V(ision)☆125Updated 2 years ago
- [CVPR2025] VDocRAG: Retirval-Augmented Generation over Visually-Rich Documents☆46Updated 5 months ago
- ☆43Updated 9 months ago
- This project aims to collect and collate various datasets for multimodal large model training, including but not limited to pre-training …☆59Updated 6 months ago
- MMSearch-R1 is an end-to-end RL framework that enables LMMs to perform on-demand, multi-turn search with real-world multimodal search too…☆347Updated 2 months ago
- [ACM'MM 2024 Oral] Official code for "OneChart: Purify the Chart Structural Extraction via One Auxiliary Token"☆254Updated 7 months ago
- ☆38Updated last year
- [ACM MM 2025] The official code of "Breaking the Modality Barrier: Universal Embedding Learning with Multimodal LLMs"☆94Updated 3 months ago