LinWeizheDragon / Retrieval-Augmented-Visual-Question-Answering
This is the official repository for Retrieval Augmented Visual Question Answering
☆182Updated 2 months ago
Related projects ⓘ
Alternatives and complementary repositories for Retrieval-Augmented-Visual-Question-Answering
- The huggingface implementation of Fine-grained Late-interaction Multi-modal Retriever.☆68Updated 2 months ago
- [CVPR'24] RLHF-V: Towards Trustworthy MLLMs via Behavior Alignment from Fine-grained Correctional Human Feedback☆235Updated 2 months ago
- [ICLR'24] Mitigating Hallucination in Large Multi-Modal Models via Robust Instruction Tuning☆255Updated 8 months ago
- [NeurIPS 2024] CharXiv: Charting Gaps in Realistic Chart Understanding in Multimodal LLMs☆75Updated last month
- A RLHF Infrastructure for Vision-Language Models☆104Updated this week
- mPLUG-HalOwl: Multimodal Hallucination Evaluation and Mitigating☆79Updated 9 months ago
- Official Repo of "MMBench: Is Your Multi-modal Model an All-around Player?"☆162Updated 2 months ago
- [NAACL 2024] MMC: Advancing Multimodal Chart Understanding with LLM Instruction Tuning☆84Updated last month
- The official GitHub page for ''Evaluating Object Hallucination in Large Vision-Language Models''☆182Updated 7 months ago
- Reading notes about Multimodal Large Language Models, Large Language Models, and Diffusion Models☆149Updated 2 weeks ago
- Official code for paper "UniIR: Training and Benchmarking Universal Multimodal Information Retrievers" (ECCV 2024)☆108Updated last month
- MM-Vet: Evaluating Large Multimodal Models for Integrated Capabilities (ICML 2024)☆267Updated 2 weeks ago
- [CVPR 2024 Highlight] OPERA: Alleviating Hallucination in Multi-Modal Large Language Models via Over-Trust Penalty and Retrospection-Allo…☆287Updated 2 months ago
- This repository contains the code for SFT, RLHF, and DPO, designed for vision-based LLMs, including the LLaVA models and the LLaMA-3.2-vi…☆82Updated last month
- [CVPR'24] HallusionBench: You See What You Think? Or You Think What You See? An Image-Context Reasoning Benchmark Challenging for GPT-4V(…☆246Updated last week
- [ECCV 2024] Paying More Attention to Image: A Training-Free Method for Alleviating Hallucination in LVLMs☆72Updated 2 weeks ago
- ☆58Updated 9 months ago
- [CVPR 2024 Highlight] Mitigating Object Hallucinations in Large Vision-Language Models through Visual Contrastive Decoding☆210Updated last month
- Official code for Paper "Mantis: Multi-Image Instruction Tuning" (TMLR2024)☆184Updated this week
- ChartMimic: Evaluating LMM’s Cross-Modal Reasoning Capability via Chart-to-Code Generation☆94Updated 4 months ago
- RLAIF-V: Aligning MLLMs through Open-Source AI Feedback for Super GPT-4V Trustworthiness☆241Updated 2 weeks ago
- (CVPR2024)A benchmark for evaluating Multimodal LLMs using multiple-choice questions.☆315Updated 4 months ago
- [ICLR 2024] Analyzing and Mitigating Object Hallucination in Large Vision-Language Models☆135Updated 6 months ago
- MultiInstruct: Improving Multi-Modal Zero-Shot Learning via Instruction Tuning☆133Updated last year
- InstructionGPT-4☆37Updated 10 months ago
- ☆37Updated 5 months ago
- MMICL, a state-of-the-art VLM with the in context learning ability from ICL, PKU☆334Updated 11 months ago
- ☆85Updated 10 months ago
- [NeurIPS 2024] Needle In A Multimodal Haystack (MM-NIAH): A comprehensive benchmark designed to systematically evaluate the capability of…☆102Updated 3 weeks ago
- Harnessing 1.4M GPT4V-synthesized Data for A Lite Vision-Language Model☆246Updated 4 months ago