IDEA-FinAI / RagVLLinks
Official PyTorch Implementation of MLLM Is a Strong Reranker: Advancing Multimodal Retrieval-augmented Generation via Knowledge-enhanced Reranking and Noise-injected Training.
☆78Updated 6 months ago
Alternatives and similar repositories for RagVL
Users that are interested in RagVL are comparing it to the libraries listed below
Sorting:
- The codebase for our EMNLP24 paper: Multimodal Self-Instruct: Synthetic Abstract Image and Visual Reasoning Instruction Using Language Mo…☆78Updated 4 months ago
- Official repository of MMDU dataset☆91Updated 8 months ago
- The huggingface implementation of Fine-grained Late-interaction Multi-modal Retriever.☆88Updated this week
- ☆77Updated 4 months ago
- This project aims to collect and collate various datasets for multimodal large model training, including but not limited to pre-training …☆47Updated 3 weeks ago
- Official code of *Virgo: A Preliminary Exploration on Reproducing o1-like MLLM*☆103Updated last week
- ☆64Updated last year
- Code for Math-LLaVA: Bootstrapping Mathematical Reasoning for Multimodal Large Language Models☆84Updated 11 months ago
- [NeurIPS 2024] Needle In A Multimodal Haystack (MM-NIAH): A comprehensive benchmark designed to systematically evaluate the capability of…☆117Updated 6 months ago
- [NeurIPS'24] Official PyTorch Implementation of Seeing the Image: Prioritizing Visual Correlation by Contrastive Alignment☆56Updated 8 months ago
- [EMNLP 2024 Findings] The official PyTorch implementation of EchoSight: Advancing Visual-Language Models with Wiki Knowledge.☆61Updated 2 months ago
- Official code for paper "UniIR: Training and Benchmarking Universal Multimodal Information Retrievers" (ECCV 2024)☆151Updated 8 months ago
- Evaluation code and datasets for the ACL 2024 paper, VISTA: Visualized Text Embedding for Universal Multi-Modal Retrieval. The original c…☆38Updated 6 months ago
- [NAACL 2024] MMC: Advancing Multimodal Chart Understanding with LLM Instruction Tuning☆96Updated 4 months ago
- 【NeurIPS 2024】Dense Connector for MLLMs☆165Updated 7 months ago
- [ECCV 2024] Paying More Attention to Image: A Training-Free Method for Alleviating Hallucination in LVLMs☆120Updated 6 months ago
- Official Repository of MMLONGBENCH-DOC: Benchmarking Long-context Document Understanding with Visualizations☆81Updated 10 months ago
- Exploring Efficient Fine-Grained Perception of Multimodal Large Language Models☆60Updated 7 months ago
- The official code of "Breaking the Modality Barrier: Universal Embedding Learning with Multimodal LLMs"☆73Updated 2 weeks ago
- ☆74Updated 11 months ago
- Can Atomic Step Decomposition Enhance the Self-structured Reasoning of Multimodal Large Models?☆23Updated 2 months ago
- An benchmark for evaluating the capabilities of large vision-language models (LVLMs)☆45Updated last year
- ☆73Updated last year
- VoCoT: Unleashing Visually Grounded Multi-Step Reasoning in Large Multi-Modal Models☆63Updated 10 months ago
- [ArXiv] V2PE: Improving Multimodal Long-Context Capability of Vision-Language Models with Variable Visual Position Encoding☆47Updated 5 months ago
- ☆49Updated 3 months ago
- The official repository for "2.5 Years in Class: A Multimodal Textbook for Vision-Language Pretraining"☆158Updated 2 months ago
- The official implementation of RAR☆88Updated last year
- NoisyRollout: Reinforcing Visual Reasoning with Data Augmentation☆64Updated 2 weeks ago
- ☆36Updated 10 months ago