marthaflinderslewis / clip-bindingLinks
Code to reproduce the experiments in the paper: Does CLIP Bind Concepts? Probing Compositionality in Large Image Models.
☆15Updated last year
Alternatives and similar repositories for clip-binding
Users that are interested in clip-binding are comparing it to the libraries listed below
Sorting:
- Code for 'Why is Winoground Hard? Investigating Failures in Visuolinguistic Compositionality', EMNLP 2022☆31Updated 2 years ago
- [NeurIPS 2023] A faithful benchmark for vision-language compositionality☆86Updated last year
- The SVO-Probes Dataset for Verb Understanding☆31Updated 3 years ago
- Code for Debiasing Vision-Language Models via Biased Prompts☆57Updated 2 years ago
- Code, data, models for the Sherlock corpus☆58Updated 2 years ago
- ☆67Updated 2 years ago
- ☆15Updated 3 years ago
- [DMLR 2024] Benchmarking Robustness of Multimodal Image-Text Models under Distribution Shift☆38Updated last year
- Implementation for the paper "Reliable Visual Question Answering Abstain Rather Than Answer Incorrectly" (ECCV 2022: https//arxiv.org/abs…☆36Updated 2 years ago
- Source code of "Calibrating Large Language Models Using Their Generations Only", ACL2024☆22Updated 10 months ago
- ☆16Updated 2 years ago
- If CLIP Could Talk: Understanding Vision-Language Model Representations Through Their Preferred Concept Descriptions☆17Updated last year
- ☆22Updated last year
- VaLM: Visually-augmented Language Modeling. ICLR 2023.☆56Updated 2 years ago
- ☆29Updated 2 years ago
- Official pytorch implementation of "Interpreting the Second-Order Effects of Neurons in CLIP"☆39Updated 10 months ago
- code for EMNLP 2024 paper: How do Large Language Models Learn In-Context? Query and Key Matrices of In-Context Heads are Two Towers for M…☆13Updated 10 months ago
- ☆158Updated 4 years ago
- Data repository for the VALSE benchmark.☆37Updated last year
- ☆80Updated 6 years ago
- Source code for the paper "Prefix Language Models are Unified Modal Learners"☆42Updated 2 years ago
- [ICLR 2025] Unintentional Unalignment: Likelihood Displacement in Direct Preference Optimization☆31Updated 8 months ago
- [TACL'23] VSR: A probing benchmark for spatial undersranding of vision-language models.☆128Updated 2 years ago
- [ICML 2022] Code and data for our paper "IGLUE: A Benchmark for Transfer Learning across Modalities, Tasks, and Languages"☆49Updated 2 years ago
- Official Code Release for "Diagnosing and Rectifying Vision Models using Language" (ICLR 2023)☆34Updated 2 years ago
- Corpus to accompany: "Do Androids Laugh at Electric Sheep? Humor "Understanding" Benchmarks from The New Yorker Caption Contest"☆57Updated 6 months ago
- Repository for the paper: dense and aligned captions (dac) promote compositional reasoning in vl models☆27Updated last year
- ☆31Updated last year
- Code for "CLIP Behaves like a Bag-of-Words Model Cross-modally but not Uni-modally"☆16Updated 7 months ago
- FaithScore: Fine-grained Evaluations of Hallucinations in Large Vision-Language Models☆30Updated 7 months ago