TRI-ML / vlm-evaluation
VLM Evaluation: Benchmark for VLMs, spanning text generation tasks from VQA to Captioning
☆101Updated 4 months ago
Alternatives and similar repositories for vlm-evaluation:
Users that are interested in vlm-evaluation are comparing it to the libraries listed below
- Official implementation of the Law of Vision Representation in MLLMs☆149Updated 2 months ago
- ☆137Updated 3 months ago
- ☆68Updated 7 months ago
- Beyond Hallucinations: Enhancing LVLMs through Hallucination-Aware Direct Preference Optimization☆81Updated last year
- Python Library to evaluate VLM models' robustness across diverse benchmarks☆188Updated last month
- This repo contains evaluation code for the paper "BLINK: Multimodal Large Language Models Can See but Not Perceive". https://arxiv.or…☆115Updated 7 months ago
- [Neurips'24 Spotlight] Visual CoT: Advancing Multi-Modal Language Models with a Comprehensive Dataset and Benchmark for Chain-of-Thought …☆227Updated last month
- A collection of visual instruction tuning datasets.☆76Updated 11 months ago
- SVIT: Scaling up Visual Instruction Tuning☆164Updated 7 months ago
- ☆132Updated last year
- Visualizing the attention of vision-language models☆104Updated 3 months ago
- An LLM-free Multi-dimensional Benchmark for Multi-modal Hallucination Evaluation☆111Updated last year
- Enhancing Large Vision Language Models with Self-Training on Image Comprehension.☆63Updated 8 months ago
- Harnessing 1.4M GPT4V-synthesized Data for A Lite Vision-Language Model☆254Updated 7 months ago
- Official Repo of "MMBench: Is Your Multi-modal Model an All-around Player?"☆182Updated 5 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(…☆270Updated 3 months ago
- [NeurIPS 2024] This repo contains evaluation code for the paper "Are We on the Right Way for Evaluating Large Vision-Language Models"☆165Updated 4 months ago
- Official code for Paper "Mantis: Multi-Image Instruction Tuning" (TMLR2024)☆197Updated this week
- The official GitHub page for ''Evaluating Object Hallucination in Large Vision-Language Models''☆196Updated 10 months ago
- [NeurIPS 2024] Official code for HourVideo: 1-Hour Video Language Understanding☆62Updated last month
- [Arxiv] Aligning Modalities in Vision Large Language Models via Preference Fine-tuning☆78Updated 9 months ago
- [COLM-2024] List Items One by One: A New Data Source and Learning Paradigm for Multimodal LLMs☆134Updated 5 months ago
- [CVPR 2024 Highlight] Mitigating Object Hallucinations in Large Vision-Language Models through Visual Contrastive Decoding☆234Updated 4 months ago
- LLaVA-PruMerge: Adaptive Token Reduction for Efficient Large Multimodal Models☆115Updated 9 months ago
- [ICLR 2025] Video-STaR: Self-Training Enables Video Instruction Tuning with Any Supervision☆59Updated 7 months ago
- [TMLR] Public code repo for paper "A Single Transformer for Scalable Vision-Language Modeling"☆127Updated 3 months ago
- ☆95Updated last year
- A RLHF Infrastructure for Vision-Language Models☆152Updated 3 months ago
- ☆308Updated last year
- [AAAI-25] Cobra: Extending Mamba to Multi-modal Large Language Model for Efficient Inference☆266Updated last month