TRI-ML / vlm-evaluationLinks
VLM Evaluation: Benchmark for VLMs, spanning text generation tasks from VQA to Captioning
☆116Updated 9 months ago
Alternatives and similar repositories for vlm-evaluation
Users that are interested in vlm-evaluation are comparing it to the libraries listed below
Sorting:
- Official implementation of the Law of Vision Representation in MLLMs☆156Updated 7 months ago
- ☆150Updated 7 months ago
- A RLHF Infrastructure for Vision-Language Models☆177Updated 7 months ago
- ☆76Updated 11 months ago
- [Arxiv] Aligning Modalities in Vision Large Language Models via Preference Fine-tuning☆86Updated last year
- Official code for Paper "Mantis: Multi-Image Instruction Tuning" [TMLR2024]☆218Updated 3 months ago
- ☆100Updated last year
- ☆67Updated 11 months ago
- Python Library to evaluate VLM models' robustness across diverse benchmarks☆208Updated last week
- An LLM-free Multi-dimensional Benchmark for Multi-modal Hallucination Evaluation☆123Updated last year
- Harnessing 1.4M GPT4V-synthesized Data for A Lite Vision-Language Model☆263Updated last year
- This repo contains evaluation code for the paper "BLINK: Multimodal Large Language Models Can See but Not Perceive". https://arxiv.or…☆127Updated 11 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(…☆286Updated 7 months ago
- ☆338Updated last year
- Official Repo of "MMBench: Is Your Multi-modal Model an All-around Player?"☆225Updated last month
- LLaVA-PruMerge: Adaptive Token Reduction for Efficient Large Multimodal Models☆134Updated last year
- [NeurIPS 2024] This repo contains evaluation code for the paper "Are We on the Right Way for Evaluating Large Vision-Language Models"☆182Updated 9 months ago
- Beyond Hallucinations: Enhancing LVLMs through Hallucination-Aware Direct Preference Optimization☆88Updated last year
- SFT or RL? An Early Investigation into Training R1-Like Reasoning Large Vision-Language Models☆123Updated 2 months ago
- Matryoshka Multimodal Models☆110Updated 5 months ago
- Visualizing the attention of vision-language models☆188Updated 3 months ago
- The official GitHub page for ''Evaluating Object Hallucination in Large Vision-Language Models''☆209Updated last year
- Code and datasets for "What’s “up” with vision-language models? Investigating their struggle with spatial reasoning".☆54Updated last year
- [ECCV 2024 Oral] Code for paper: An Image is Worth 1/2 Tokens After Layer 2: Plug-and-Play Inference Acceleration for Large Vision-Langua…☆439Updated 5 months ago
- [NeurIPS 2023] A faithful benchmark for vision-language compositionality☆80Updated last year
- ICML'2024 | MMT-Bench: A Comprehensive Multimodal Benchmark for Evaluating Large Vision-Language Models Towards Multitask AGI☆111Updated 11 months ago
- Experiments and data for the paper "When and why vision-language models behave like bags-of-words, and what to do about it?" Oral @ ICLR …☆279Updated 2 years ago
- [COLM-2024] List Items One by One: A New Data Source and Learning Paradigm for Multimodal LLMs☆143Updated 10 months ago
- The official code of "VL-Rethinker: Incentivizing Self-Reflection of Vision-Language Models with Reinforcement Learning"☆119Updated 3 weeks ago
- ☆80Updated 5 months ago