marthaflinderslewis / clip-binding
Code to reproduce the experiments in the paper: Does CLIP Bind Concepts? Probing Compositionality in Large Image Models.
☆14Updated last year
Alternatives and similar repositories for clip-binding:
Users that are interested in clip-binding are comparing it to the libraries listed below
- Code for 'Why is Winoground Hard? Investigating Failures in Visuolinguistic Compositionality', EMNLP 2022☆30Updated last year
- If CLIP Could Talk: Understanding Vision-Language Model Representations Through Their Preferred Concept Descriptions☆15Updated 10 months ago
- The SVO-Probes Dataset for Verb Understanding☆31Updated 3 years ago
- ☆12Updated last month
- ☆37Updated 3 months ago
- ☆21Updated 8 months ago
- Code and datasets for "What’s “up” with vision-language models? Investigating their struggle with spatial reasoning".☆40Updated 11 months ago
- ☆10Updated 3 months ago
- Official Code Release for "Diagnosing and Rectifying Vision Models using Language" (ICLR 2023)☆33Updated last year
- [NeurIPS 2023] A faithful benchmark for vision-language compositionality☆76Updated last year
- Code, data, models for the Sherlock corpus☆55Updated 2 years ago
- Repository for the paper: dense and aligned captions (dac) promote compositional reasoning in vl models☆26Updated last year
- ☆29Updated last year
- Code for Debiasing Vision-Language Models via Biased Prompts☆56Updated last year
- ☆29Updated 2 years ago
- ☆25Updated last year
- ☆12Updated 11 months ago
- Code for "Are “Hierarchical” Visual Representations Hierarchical?" in NeurIPS Workshop for Symmetry and Geometry in Neural Representation…☆20Updated last year
- PyTorch codes for the paper "An Empirical Study of Multimodal Model Merging"☆38Updated last year
- VaLM: Visually-augmented Language Modeling. ICLR 2023.☆56Updated last year
- Data repository for the VALSE benchmark.☆37Updated last year
- Counterfactual Reasoning VQA Dataset☆24Updated last year
- Align your LM to express calibrated verbal statements of confidence in its long-form generations.☆22Updated 8 months ago
- [ACL 2023] Code and data for our paper "Measuring Progress in Fine-grained Vision-and-Language Understanding"☆13Updated last year
- [ICML 2022] Code and data for our paper "IGLUE: A Benchmark for Transfer Learning across Modalities, Tasks, and Languages"☆49Updated 2 years ago
- ☆28Updated 7 months ago
- The released data for paper "Measuring and Improving Chain-of-Thought Reasoning in Vision-Language Models".☆32Updated last year
- ☆30Updated 9 months ago
- Code for paper "Unraveling Cross-Modality Knowledge Conflicts in Large Vision-Language Models."☆41Updated 4 months ago
- EMNLP2023 - InfoSeek: A New VQA Benchmark focus on Visual Info-Seeking Questions☆18Updated 8 months ago