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.
☆53Updated 2 months ago
Alternatives and similar repositories for RagVL:
Users that are interested in RagVL are comparing it to the libraries listed below
- Code for Math-LLaVA: Bootstrapping Mathematical Reasoning for Multimodal Large Language Models☆76Updated 7 months ago
- The huggingface implementation of Fine-grained Late-interaction Multi-modal Retriever.☆80Updated this week
- The codebase for our EMNLP24 paper: Multimodal Self-Instruct: Synthetic Abstract Image and Visual Reasoning Instruction Using Language Mo…☆68Updated this week
- MLLM-Bench: Evaluating Multimodal LLMs with Per-sample Criteria☆61Updated 3 months ago
- Official code for paper "UniIR: Training and Benchmarking Universal Multimodal Information Retrievers" (ECCV 2024)☆122Updated 3 months ago
- Official code of *Virgo: A Preliminary Exploration on Reproducing o1-like MLLM*☆80Updated 2 weeks ago
- Official repository of MMDU dataset☆82Updated 4 months ago
- ☆59Updated 11 months ago
- VoCoT: Unleashing Visually Grounded Multi-Step Reasoning in Large Multi-Modal Models☆42Updated 6 months ago
- Official implement of MIA-DPO☆49Updated last week
- ☆50Updated 3 weeks ago
- [NeurIPS'24] Official PyTorch Implementation of Seeing the Image: Prioritizing Visual Correlation by Contrastive Alignment☆56Updated 4 months ago
- ☆87Updated last year
- [NAACL 2024] MMC: Advancing Multimodal Chart Understanding with LLM Instruction Tuning☆89Updated 3 weeks ago
- MultiMath: Bridging Visual and Mathematical Reasoning for Large Language Models☆23Updated last week
- A bug-free and improved implementation of LLaVA-UHD, based on the code from the official repo☆32Updated 5 months ago
- [ECCV 2024] Paying More Attention to Image: A Training-Free Method for Alleviating Hallucination in LVLMs☆95Updated 2 months ago
- A Self-Training Framework for Vision-Language Reasoning☆61Updated last week
- MATH-Vision dataset and code to measure Multimodal Mathematical Reasoning capabilities.☆81Updated 3 months ago
- ☆59Updated 7 months ago
- [NeurIPS 2024] Needle In A Multimodal Haystack (MM-NIAH): A comprehensive benchmark designed to systematically evaluate the capability of…☆109Updated 2 months ago
- ☆22Updated 5 months ago
- [ICLR 2025] MLLM can see? Dynamic Correction Decoding for Hallucination Mitigation☆33Updated last month
- ☆73Updated 10 months ago
- 【NeurIPS 2024】Dense Connector for MLLMs☆154Updated 3 months ago
- [EMNLP 2024] mDPO: Conditional Preference Optimization for Multimodal Large Language Models.☆59Updated 2 months ago
- VideoHallucer, The first comprehensive benchmark for hallucination detection in large video-language models (LVLMs)☆25Updated 7 months ago
- ZoomEye: Enhancing Multimodal LLMs with Human-Like Zooming Capabilities through Tree-Based Image Exploration☆22Updated 3 weeks ago
- [ICLR 2025] LLaVA-MoD: Making LLaVA Tiny via MoE-Knowledge Distillation☆81Updated last week
- [ICLR2025] MMIU: Multimodal Multi-image Understanding for Evaluating Large Vision-Language Models☆59Updated 4 months ago