IDEA-FinAI / RagVL
Official PyTorch Implementation of MLLM Is a Strong Reranker: Advancing Multimodal Retrieval-augmented Generation via Knowledge-enhanced Reranking and Noise-injected Training.
☆65Updated 4 months ago
Alternatives and similar repositories for RagVL:
Users that are interested in RagVL are comparing it to the libraries listed below
- Official code of *Virgo: A Preliminary Exploration on Reproducing o1-like MLLM*☆97Updated last month
- [NeurIPS 2024] Needle In A Multimodal Haystack (MM-NIAH): A comprehensive benchmark designed to systematically evaluate the capability of…☆113Updated 4 months ago
- ☆64Updated 9 months ago
- Official repository of MMDU dataset☆86Updated 6 months ago
- Code for Math-LLaVA: Bootstrapping Mathematical Reasoning for Multimodal Large Language Models☆81Updated 9 months ago
- [ICLR 2025] MLLM can see? Dynamic Correction Decoding for Hallucination Mitigation☆47Updated 3 months ago
- Exploring Efficient Fine-Grained Perception of Multimodal Large Language Models☆60Updated 5 months ago
- Official Repository of MMLONGBENCH-DOC: Benchmarking Long-context Document Understanding with Visualizations☆73Updated 8 months ago
- MLLM-Bench: Evaluating Multimodal LLMs with Per-sample Criteria☆68Updated 5 months ago
- The huggingface implementation of Fine-grained Late-interaction Multi-modal Retriever.☆82Updated 2 months ago
- A Self-Training Framework for Vision-Language Reasoning☆73Updated 2 months ago
- ZoomEye: Enhancing Multimodal LLMs with Human-Like Zooming Capabilities through Tree-Based Image Exploration☆24Updated 3 months ago
- ☆45Updated last month
- A bug-free and improved implementation of LLaVA-UHD, based on the code from the official repo☆33Updated 7 months ago
- ☆70Updated 2 months ago
- Official code for paper "UniIR: Training and Benchmarking Universal Multimodal Information Retrievers" (ECCV 2024)☆137Updated 6 months ago
- ☆61Updated last year
- Evaluation code and datasets for the ACL 2024 paper, VISTA: Visualized Text Embedding for Universal Multi-Modal Retrieval. The original c…☆35Updated 4 months ago
- [ECCV 2024] Paying More Attention to Image: A Training-Free Method for Alleviating Hallucination in LVLMs☆109Updated 4 months ago
- [SCIS 2024] The official implementation of the paper "MMInstruct: A High-Quality Multi-Modal Instruction Tuning Dataset with Extensive Di…☆48Updated 4 months ago
- [EMNLP 2024] mDPO: Conditional Preference Optimization for Multimodal Large Language Models.☆70Updated 4 months ago
- [NeurIPS 2024] CharXiv: Charting Gaps in Realistic Chart Understanding in Multimodal LLMs☆100Updated 3 months ago
- The codebase for our EMNLP24 paper: Multimodal Self-Instruct: Synthetic Abstract Image and Visual Reasoning Instruction Using Language Mo…☆74Updated 2 months ago
- [NeurIPS'24] Official PyTorch Implementation of Seeing the Image: Prioritizing Visual Correlation by Contrastive Alignment☆57Updated 6 months ago
- Official implement of MIA-DPO☆54Updated 2 months ago
- ☆73Updated last year
- [NAACL 2024] MMC: Advancing Multimodal Chart Understanding with LLM Instruction Tuning☆95Updated 2 months ago
- Code & Dataset for Paper: "Distill Visual Chart Reasoning Ability from LLMs to MLLMs"☆51Updated 5 months ago
- 【NeurIPS 2024】Dense Connector for MLLMs☆157Updated 5 months ago
- Enhancing Large Vision Language Models with Self-Training on Image Comprehension.☆65Updated 10 months ago