NEUIR / M2RAG
This is the code repo for our paper "Benchmarking Retrieval-Augmented Generation in Multi-Modal Contexts".
☆31Updated last month
Alternatives and similar repositories for M2RAG:
Users that are interested in M2RAG are comparing it to the libraries listed below
- [ICML2025] The official implementation of "C-3PO: Compact Plug-and-Play Proxy Optimization to Achieve Human-like Retrieval-Augmented Gene…☆20Updated last week
- ☆47Updated 2 months ago
- The official implementation of "LevelRAG: Enhancing Retrieval-Augmented Generation with Multi-hop Logic Planning over Rewriting Augmented…☆28Updated 3 weeks ago
- SELF-GUIDE: Better Task-Specific Instruction Following via Self-Synthetic Finetuning. COLM 2024 Accepted Paper☆32Updated 11 months ago
- OCR Hinders RAG: Evaluating the Cascading Impact of OCR on Retrieval-Augmented Generation☆72Updated last month
- ☆40Updated 2 months ago
- Open source code of the paper: "OmniEval: An Omnidirectional and Automatic RAG Evaluation Benchmark in Financial Domain"☆55Updated 4 months ago
- ☆36Updated 8 months ago
- A Toolkit for Table-based Question Answering☆112Updated last year
- Open replication of DeepSeek R1 for text-to-graph extraction.☆94Updated 3 months ago
- ☆27Updated 3 months ago
- ☆94Updated 5 months ago
- The code and data of DPA-RAG, accepted by WWW 2025 main conference.☆60Updated 3 months ago
- ZeroSearch: Incentivize the Search Capability of LLMs without Searching☆321Updated this week
- Implementation and evaluation of multimodal RAG with text and image inputs for industrial applications☆47Updated 6 months ago
- Code & Dataset for Paper: "Distill Visual Chart Reasoning Ability from LLMs to MLLMs"☆53Updated 6 months ago
- Code for Robust Fine-tuning (RbFT)☆12Updated 3 months ago
- ☆91Updated last month
- ☆40Updated 2 months ago
- An implementation of "M3DOCRAG: Multi-modal Retrieval is What You Need for Multi-page Multi-document Understanding" by Jaemin Cho, Debanj…☆36Updated 5 months ago
- Official Repository of MMLONGBENCH-DOC: Benchmarking Long-context Document Understanding with Visualizations☆80Updated 9 months ago
- Leveraging passage embeddings for efficient listwise reranking with large language models.☆40Updated 5 months ago
- ☆29Updated 8 months ago
- [NeurIPS 2024] CharXiv: Charting Gaps in Realistic Chart Understanding in Multimodal LLMs☆111Updated 2 weeks ago
- Can Atomic Step Decomposition Enhance the Self-structured Reasoning of Multimodal Large Models?☆23Updated last month
- RuleRAG: Rule-guided Retrieval-Augmented Generation with Language Models for Question Answering☆22Updated 5 months ago
- ☆42Updated 2 weeks ago
- Official PyTorch Implementation of MLLM Is a Strong Reranker: Advancing Multimodal Retrieval-augmented Generation via Knowledge-enhanced …☆70Updated 5 months ago
- ☆56Updated 6 months ago
- Qwen DianJin: LLMs for the Financial Industry by Alibaba Cloud☆50Updated 2 weeks ago