mertyg / vision-language-models-are-bowsLinks
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 2023
☆288Updated 2 years ago
Alternatives and similar repositories for vision-language-models-are-bows
Users that are interested in vision-language-models-are-bows are comparing it to the libraries listed below
Sorting:
- [NeurIPS 2023] A faithful benchmark for vision-language compositionality☆89Updated last year
- Official repository for the A-OKVQA dataset☆108Updated last year
- [ICLR'24] Mitigating Hallucination in Large Multi-Modal Models via Robust Instruction Tuning☆294Updated last year
- [ICLR 2024] Analyzing and Mitigating Object Hallucination in Large Vision-Language Models☆156Updated last year
- The official GitHub page for ''Evaluating Object Hallucination in Large Vision-Language Models''☆241Updated 4 months ago
- ☆356Updated last year
- NegCLIP.☆38Updated 2 years ago
- official implementation of "Interpreting CLIP's Image Representation via Text-Based Decomposition"☆233Updated 7 months ago
- ☆90Updated 6 years ago
- Densely Captioned Images (DCI) dataset repository.☆195Updated last year
- [NeurIPS 2023] Text data, code and pre-trained models for paper "Improving CLIP Training with Language Rewrites"☆287Updated 2 years ago
- MultiInstruct: Improving Multi-Modal Zero-Shot Learning via Instruction Tuning☆134Updated 2 years ago
- PyTorch code for "VL-Adapter: Parameter-Efficient Transfer Learning for Vision-and-Language Tasks" (CVPR2022)☆208Updated 3 years ago
- [NeurIPS 2023] Self-Chained Image-Language Model for Video Localization and Question Answering☆194Updated 2 years ago
- Toolkit for Elevater Benchmark☆76Updated 2 years ago
- ICCV 2023 (Oral) Open-domain Visual Entity Recognition Towards Recognizing Millions of Wikipedia Entities☆43Updated 7 months ago
- Mind the Gap: Understanding the Modality Gap in Multi-modal Contrastive Representation Learning☆168Updated 3 years ago
- ☆174Updated 2 years ago
- M-HalDetect Dataset Release☆26Updated 2 years ago
- [CVPR'24] HallusionBench: You See What You Think? Or You Think What You See? An Image-Context Reasoning Benchmark Challenging for GPT-4V(…☆320Updated 3 months ago
- ☆200Updated 2 years ago
- ☆59Updated 2 years ago
- Code and datasets for "What’s “up” with vision-language models? Investigating their struggle with spatial reasoning".☆68Updated last year
- [Arxiv] Aligning Modalities in Vision Large Language Models via Preference Fine-tuning☆91Updated last year
- 😎 curated list of awesome LMM hallucinations papers, methods & resources.☆150Updated last year
- [TACL'23] VSR: A probing benchmark for spatial undersranding of vision-language models.☆139Updated 2 years ago
- [EMNLP'23] The official GitHub page for ''Evaluating Object Hallucination in Large Vision-Language Models''☆101Updated 4 months ago
- [ACM Multimedia 2025] This is the official repo for Debiasing Large Visual Language Models, including a Post-Hoc debias method and Visual…☆82Updated 10 months ago
- Beyond Hallucinations: Enhancing LVLMs through Hallucination-Aware Direct Preference Optimization☆99Updated last year
- Repo for paper: "Paxion: Patching Action Knowledge in Video-Language Foundation Models" Neurips 23 Spotlight☆37Updated 2 years ago