Official code for paper "UniIR: Training and Benchmarking Universal Multimodal Information Retrievers" (ECCV 2024)
☆181Oct 1, 2024Updated last year
Alternatives and similar repositories for UniIR
Users that are interested in UniIR are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- This repo contains the code for "VLM2Vec: Training Vision-Language Models for Massive Multimodal Embedding Tasks" [ICLR 2025]☆653May 25, 2026Updated 2 weeks ago
- E5-V: Universal Embeddings with Multimodal Large Language Models☆275Dec 10, 2025Updated 6 months ago
- ☆47Aug 15, 2023Updated 2 years ago
- [ECCV'24] Official Implementation of Autoregressive Visual Entity Recognizer.☆14Mar 2, 2024Updated 2 years ago
- [CVPR 2025] LamRA: Large Multimodal Model as Your Advanced Retrieval Assistant☆183Jul 7, 2025Updated 11 months ago
- Deploy open-source AI quickly and easily - Special Bonus Offer • AdRunpod Hub is built for open source. One-click deployment and autoscaling endpoints without provisioning your own infrastructure.
- [ICLR 2023] This is the code repo for our ICLR‘23 paper "Universal Vision-Language Dense Retrieval: Learning A Unified Representation Spa…☆52Jul 3, 2024Updated last year
- ☆59Feb 27, 2025Updated last year
- ICCV 2023 (Oral) Open-domain Visual Entity Recognition Towards Recognizing Millions of Wikipedia Entities☆44Jun 7, 2025Updated last year
- [ICML'24 Oral] "MagicLens: Self-Supervised Image Retrieval with Open-Ended Instructions"☆210Oct 28, 2024Updated last year
- ☆24Oct 16, 2025Updated 7 months ago
- ☆25Aug 1, 2024Updated last year
- Evaluation code and datasets for the ACL 2024 paper, VISTA: Visualized Text Embedding for Universal Multi-Modal Retrieval. The original c…☆48Nov 16, 2024Updated last year
- Code for "CAFe: Unifying Representation and Generation with Contrastive-Autoregressive Finetuning"☆33Mar 26, 2025Updated last year
- The huggingface implementation of Fine-grained Late-interaction Multi-modal Retriever.☆108May 30, 2025Updated last year
- Managed hosting for WordPress and PHP on Cloudways • AdManaged hosting for WordPress, Magento, Laravel, or PHP apps, on multiple cloud providers. Deploy in minutes on Cloudways by DigitalOcean.
- [ACM MM 2025] The official code of "Breaking the Modality Barrier: Universal Embedding Learning with Multimodal LLMs"☆106Dec 8, 2025Updated 6 months ago
- [ACL 2024 Oral] This is the code repo for our ACL‘24 paper "MARVEL: Unlocking the Multi-Modal Capability of Dense Retrieval via Visual Mo…☆39Jun 30, 2024Updated last year
- Collection of Composed Image Retrieval (CIR) papers.☆352May 26, 2026Updated 2 weeks ago
- Official Pytorch implementation of LinCIR: Language-only Training of Zero-shot Composed Image Retrieval (CVPR 2024)☆147Jan 5, 2026Updated 5 months ago
- ☆20Nov 4, 2023Updated 2 years ago
- LLaVE: Large Language and Vision Embedding Models with Hardness-Weighted Contrastive Learning☆78May 23, 2025Updated last year
- [NeurIPS 2023] Bootstrapping Vision-Language Learning with Decoupled Language Pre-training☆26Dec 5, 2023Updated 2 years ago
- This is the official repository for Retrieval Augmented Visual Question Answering☆250Dec 19, 2024Updated last year
- a multimodal retrieval dataset☆25Jul 8, 2023Updated 2 years ago
- Bare Metal GPUs on DigitalOcean Gradient AI • AdPurpose-built for serious AI teams training foundational models, running large-scale inference, and pushing the boundaries of what's possible.
- [MM '25] This is the code repo for our paper "Benchmarking Retrieval-Augmented Generation in Multi-Modal Contexts".☆44Sep 27, 2025Updated 8 months ago
- Composed Video Retrieval☆62May 2, 2024Updated 2 years ago
- 【ICLR 2024, Spotlight】Sentence-level Prompts Benefit Composed Image Retrieval☆93Apr 16, 2024Updated 2 years ago
- Code for paper: Unified Text-to-Image Generation and Retrieval☆16Jul 6, 2024Updated last year
- ☆36Mar 24, 2026Updated 2 months ago
- VideoEval-Pro: Robust and Realistic Long Video Understanding Evaluation [TMLR26]☆16Jun 1, 2026Updated last week
- [TOIS 2025] This is the official repository for the generative information retrieval survey.☆207Apr 5, 2025Updated last year
- [ICCV 2023] - Zero-shot Composed Image Retrieval with Textual Inversion☆198Jul 31, 2025Updated 10 months ago
- ☆648Feb 15, 2024Updated 2 years ago
- Serverless GPU API endpoints on Runpod - Get Bonus Credits • AdSkip the infrastructure headaches. Auto-scaling, pay-as-you-go, no-ops approach lets you focus on innovating your application.
- ☆67Jan 3, 2025Updated last year
- COLA: Evaluate how well your vision-language model can Compose Objects Localized with Attributes!☆25May 14, 2026Updated 3 weeks ago
- ☆23Aug 10, 2022Updated 3 years ago
- [BMVC 2023] Zero-shot Composed Text-Image Retrieval☆55Nov 26, 2024Updated last year
- ☆196May 9, 2026Updated last month
- FaithScore: Fine-grained Evaluations of Hallucinations in Large Vision-Language Models☆33Nov 27, 2025Updated 6 months ago
- Accelerating the development of large multimodal models (LMMs) with lmms-eval☆14Oct 14, 2024Updated last year