FuxiaoLiu / LRV-Instruction
[ICLR'24] Mitigating Hallucination in Large Multi-Modal Models via Robust Instruction Tuning
☆272Updated last year
Alternatives and similar repositories for LRV-Instruction:
Users that are interested in LRV-Instruction are comparing it to the libraries listed below
- The official GitHub page for ''Evaluating Object Hallucination in Large Vision-Language Models''☆199Updated last year
- SVIT: Scaling up Visual Instruction Tuning☆164Updated 9 months ago
- [CVPR'24] HallusionBench: You See What You Think? Or You Think What You See? An Image-Context Reasoning Benchmark Challenging for GPT-4V(…☆273Updated 4 months ago
- (CVPR2024)A benchmark for evaluating Multimodal LLMs using multiple-choice questions.☆332Updated 2 months ago
- MM-Vet: Evaluating Large Multimodal Models for Integrated Capabilities (ICML 2024)☆291Updated 2 months ago
- Harnessing 1.4M GPT4V-synthesized Data for A Lite Vision-Language Model☆257Updated 8 months ago
- [CVPR 2024 Highlight] Mitigating Object Hallucinations in Large Vision-Language Models through Visual Contrastive Decoding☆255Updated 5 months ago
- ☆143Updated 4 months ago
- ☆95Updated last year
- A RLHF Infrastructure for Vision-Language Models☆167Updated 4 months ago
- ☆133Updated last year
- [NeurIPS 2024] Needle In A Multimodal Haystack (MM-NIAH): A comprehensive benchmark designed to systematically evaluate the capability of…☆113Updated 4 months ago
- A collection of visual instruction tuning datasets.☆76Updated last year
- Official Repo of "MMBench: Is Your Multi-modal Model an All-around Player?"☆193Updated 6 months ago
- ☆319Updated last year
- MultiInstruct: Improving Multi-Modal Zero-Shot Learning via Instruction Tuning☆136Updated last year
- Official code for paper "UniIR: Training and Benchmarking Universal Multimodal Information Retrievers" (ECCV 2024)☆135Updated 5 months ago
- ☆61Updated last year
- [NeurIPS 2024] This repo contains evaluation code for the paper "Are We on the Right Way for Evaluating Large Vision-Language Models"☆168Updated 5 months ago
- ICML'2024 | MMT-Bench: A Comprehensive Multimodal Benchmark for Evaluating Large Vision-Language Models Towards Multitask AGI☆104Updated 8 months ago
- Beyond Hallucinations: Enhancing LVLMs through Hallucination-Aware Direct Preference Optimization☆84Updated last year
- [ICLR 2024] Analyzing and Mitigating Object Hallucination in Large Vision-Language Models☆144Updated 10 months ago
- [CVPR'24] RLHF-V: Towards Trustworthy MLLMs via Behavior Alignment from Fine-grained Correctional Human Feedback☆266Updated 6 months ago
- Official implementation of the Law of Vision Representation in MLLMs☆151Updated 4 months ago
- [CVPR 2024 Highlight] OPERA: Alleviating Hallucination in Multi-Modal Large Language Models via Over-Trust Penalty and Retrospection-Allo…☆323Updated 7 months ago
- Official code for Paper "Mantis: Multi-Image Instruction Tuning" [TMLR2024]☆208Updated this week
- 😎 curated list of awesome LMM hallucinations papers, methods & resources.☆149Updated last year
- mPLUG-HalOwl: Multimodal Hallucination Evaluation and Mitigating☆91Updated last year
- [CVPR 2024] CapsFusion: Rethinking Image-Text Data at Scale☆205Updated last year
- An LLM-free Multi-dimensional Benchmark for Multi-modal Hallucination Evaluation☆112Updated last year