COLA: Evaluate how well your vision-language model can Compose Objects Localized with Attributes!
☆25May 14, 2026Updated last month
Alternatives and similar repositories for COLA
Users that are interested in COLA are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- [CVPR23 Highlight] CREPE: Can Vision-Language Foundation Models Reason Compositionally?☆35Apr 27, 2023Updated 3 years ago
- Code and datasets for "Text encoders are performance bottlenecks in contrastive vision-language models". Coming soon!☆11May 24, 2023Updated 3 years ago
- Data repository for the VALSE benchmark.☆38Feb 15, 2024Updated 2 years ago
- ☆11Oct 2, 2024Updated last year
- Official PyTorch implementation of the paper "CoVR: Learning Composed Video Retrieval from Web Video Captions".☆119Apr 21, 2026Updated last month
- AI Agents on DigitalOcean Gradient AI Platform • AdBuild production-ready AI agents using customizable tools or access multiple LLMs through a single endpoint. Create custom knowledge bases or connect external data.
- Code for 'Why is Winoground Hard? Investigating Failures in Visuolinguistic Compositionality', EMNLP 2022☆31May 29, 2023Updated 3 years ago
- Repository for the paper: Teaching Structured Vision & Language Concepts to Vision & Language Models☆47Sep 25, 2023Updated 2 years ago
- Code and Models for "GeneCIS A Benchmark for General Conditional Image Similarity"☆61Jun 12, 2023Updated 3 years ago
- Evaluating Vision & Language Pretraining Models with Objects, Attributes and Relations. [EMNLP 2022]☆139Apr 10, 2026Updated 2 months ago
- VisualGPTScore for visio-linguistic reasoning☆27Oct 7, 2023Updated 2 years ago
- [CVPR 2024] Contrasting Intra-Modal and Ranking Cross-Modal Hard Negatives to Enhance Visio-Linguistic Fine-grained Understanding☆56Apr 7, 2025Updated last year
- Implementation of "DIME-FM: DIstilling Multimodal and Efficient Foundation Models"☆15Oct 12, 2023Updated 2 years ago
- Ask&Confirm: Active Detail Enriching for Cross-Modal Retrieval with Partial Query (ICCV2021)☆20Dec 4, 2021Updated 4 years ago
- Generalizing from SIMPLE to HARD Visual Reasoning: Can We Mitigate Modality Imbalance in VLMs?☆19Jun 3, 2025Updated last year
- Deploy to Railway using AI coding agents - Free Credits Offer • AdUse Claude Code, Codex, OpenCode, and more. Autonomous software development now has the infrastructure to match with Railway.
- [NeurIPS 2023] A faithful benchmark for vision-language compositionality☆93Feb 13, 2024Updated 2 years ago
- Official This-Is-My Dataset published in CVPR 2023☆16Jul 18, 2024Updated last year
- Official code for our CVPR 2023 paper: Test of Time: Instilling Video-Language Models with a Sense of Time☆46Jun 11, 2024Updated 2 years ago
- ☆22Apr 24, 2025Updated last year
- 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 …☆293Jun 7, 2023Updated 3 years ago
- ☆10Jul 5, 2024Updated last year
- This repository contains the Adverbs in Recipes (AIR) dataset and the code published at the CVPR 23 paper: "Learning Action Changes by Me…☆13May 25, 2023Updated 3 years ago
- Code for paper: Unified Text-to-Image Generation and Retrieval☆16Jul 6, 2024Updated last year
- An Examination of the Compositionality of Large Generative Vision-Language Models☆19Apr 9, 2024Updated 2 years ago
- AI Agents on DigitalOcean Gradient AI Platform • AdBuild production-ready AI agents using customizable tools or access multiple LLMs through a single endpoint. Create custom knowledge bases or connect external data.
- ☆54Jul 31, 2022Updated 3 years ago
- Code for "Are “Hierarchical” Visual Representations Hierarchical?" in NeurIPS Workshop for Symmetry and Geometry in Neural Representation…☆23Nov 8, 2023Updated 2 years ago
- VPEval Codebase from Visual Programming for Text-to-Image Generation and Evaluation (NeurIPS 2023)☆45Nov 29, 2023Updated 2 years ago
- ☆20Jul 30, 2024Updated last year
- This is the implementation of CounterCurate, the data curation pipeline of both physical and semantic counterfactual image-caption pairs.☆19Jun 27, 2024Updated last year
- Extended COCO Validation (ECCV) Caption dataset (ECCV 2022)☆56Mar 1, 2024Updated 2 years ago
- The download methods of Vision-language Continual Pretraining Dataset P9D.☆12Jan 3, 2025Updated last year
- If CLIP Could Talk: Understanding Vision-Language Model Representations Through Their Preferred Concept Descriptions☆17Apr 4, 2024Updated 2 years ago
- ☆18Jul 10, 2024Updated last year
- Wordpress hosting with auto-scaling - Free Trial Offer • AdFully Managed hosting for WordPress and WooCommerce businesses that need reliable, auto-scalable performance. Cloudways SafeUpdates now available.
- [CVPR 23] Q: How to Specialize Large Vision-Language Models to Data-Scarce VQA Tasks? A: Self-Train on Unlabeled Images!☆17May 14, 2024Updated 2 years ago
- Collaborative retina modelling across datasets and species.☆20Apr 10, 2026Updated 2 months ago
- Composed Video Retrieval☆62May 2, 2024Updated 2 years ago
- Code and datasets for "What’s “up” with vision-language models? Investigating their struggle with spatial reasoning".☆71Feb 28, 2024Updated 2 years ago
- Project for SNARE benchmark☆11Jun 5, 2024Updated 2 years ago
- This repository houses the code for the paper - "The Neglected of VLMs"☆30Dec 31, 2025Updated 5 months ago
- Official Pytorch implementation of LinCIR: Language-only Training of Zero-shot Composed Image Retrieval (CVPR 2024)☆147Jan 5, 2026Updated 5 months ago