The code implementation for UME-R1: Exploring Reasoning-Driven Generative Multimodal Embeddings (ICLR 2026).
☆73Feb 25, 2026Updated 8 months ago
Alternatives and similar repositories for UME-R1
Users that are interested in UME-R1 are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- ☆50Jun 23, 2026Updated 4 months ago
- [AAAI 2026 Oral] The official code of "UniME-V2: MLLM-as-a-Judge for Universal Multimodal Embedding Learning"☆77Dec 8, 2025Updated 10 months ago
- Code for "CAFe: Unifying Representation and Generation with Contrastive-Autoregressive Finetuning"☆34Mar 26, 2025Updated last year
- LLaVE: Large Language and Vision Embedding Models with Hardness-Weighted Contrastive Learning☆79May 23, 2025Updated last year
- This repo contains the code for "VLM2Vec / MMEB" [ICLR 2025], "VLM2Vec-V2 / MMEB-V2" [TMLR 2026], and "MMEB-V3" [COLM 2026]☆701Oct 23, 2026Updated last week
- 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.
- Reasoning Guided Embeddings: Leveraging MLLM Reasoning for Improved Multimodal Retrieval☆15Nov 29, 2025Updated 11 months ago
- [ACM MM 2025] The official code of "Breaking the Modality Barrier: Universal Embedding Learning with Multimodal LLMs"☆105Dec 8, 2025Updated 10 months ago
- [ACMMM 2026] PLUME: Latent Reasoning Based Universal Multimodal Embedding☆27Apr 29, 2026Updated 6 months ago
- ☆38Mar 24, 2026Updated 7 months ago
- [CVPR 2025] LamRA: Large Multimodal Model as Your Advanced Retrieval Assistant☆183Jul 7, 2025Updated last year
- ☆11Mar 11, 2026Updated 7 months ago
- Embedding model prioritized towards Multimodal RAG, overall + VisDoc double top1 on MMEB benchmark☆37Jun 16, 2026Updated 4 months ago
- Official implementation of ICLR 2026: Let LLMs Speak Embedding Languages: Generative Text Embeddings via Iterative Contrastive Refinement☆17May 24, 2026Updated 5 months ago
- [ECCV2026] Official Implementation of "VideoSearch-R1: Iterative Video Retrieval and Reasoning via Soft Query Refinement"☆37Sep 4, 2026Updated last month
- 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.
- ☆12Mar 31, 2025Updated last year
- [SIGIR 2026] Internalizing Explicit Reasoning into Latent Space for Dense Retrieval☆18Apr 1, 2026Updated 7 months ago
- ☆45Jan 12, 2026Updated 9 months ago
- ☆40Sep 22, 2026Updated last month
- Ovis-Omni-Embedding☆59Sep 28, 2026Updated last month
- ☆59Feb 27, 2025Updated last year
- A composed retrieval project☆18Apr 9, 2026Updated 6 months ago
- (ICML 2026) Official repository of paper "ObjEmbed: Towards Universal Multimodal Object Embeddings"☆66Oct 9, 2026Updated 3 weeks ago
- Official Pytorch implementation of MuCo: Multi-turn Contrastive Learning for Multimodal Embedding Model (CVPR 2026)☆15Apr 16, 2026Updated 6 months ago
- Managed Database hosting by DigitalOcean • AdPostgreSQL, MySQL, MongoDB, Kafka, Valkey, and OpenSearch available. Automatically scale up storage and focus on building your apps.
- The official repository of MM-R5☆29Jun 22, 2025Updated last year
- EvoEmbedding: Evolvable Representations for Long-Context Retrieval and Agentic Memory☆58Jul 24, 2026Updated 3 months ago
- Code for β -CLIP: Text-Conditioned Contrastive Learning for Multi-Granular Vision-Language Alignment☆14Jan 7, 2026Updated 9 months ago
- [ICCV 2025] Official repository of "Mitigating Object Hallucinations via Sentence-Level Early Intervention".☆33Jul 2, 2026Updated 3 months ago
- Counterfactual Reasoning VQA Dataset☆29Nov 23, 2023Updated 2 years ago
- A Fine-grained Benchmark for Video Captioning and Retrieval☆30Jul 16, 2025Updated last year
- ☆18Nov 6, 2025Updated 11 months ago
- [ICCV 2025 Fingdings] IDMR: Towards Instance-Driven Precise Visual Correspondence in Multimodal Retrieval☆13Oct 2, 2025Updated last year
- [AAAI-26] Are We on the Right Way for Assessing Document Retrieval-Augmented Generation?☆32Dec 14, 2025Updated 10 months ago
- Virtual machines for every use case on DigitalOcean • AdGet dependable uptime with 99.99% SLA, simple security tools, and predictable monthly pricing with DigitalOcean's virtual machines, called Droplets.
- official code for "Modality Curation: Building Universal Embeddings for Advanced Multimodal Information Retrieval"☆42Jul 4, 2025Updated last year
- This is the official repo of PhotoBench.☆19May 17, 2026Updated 5 months ago
- Official code for the paper "Two Effects, One Trigger: On the Modality Gap, Object Bias, and Information Imbalance in Contrastive Vision-…☆26May 11, 2025Updated last year
- ☆1,419Jun 23, 2026Updated 4 months ago
- This is the official code for the paper: Robust Utility-Preserving Text Anonymization Based on Large Language Models☆14Sep 2, 2026Updated last month
- Code for the paper [SIGIR'26]“Towards Mixed-Modal Retrieval for Universal Retrieval-Augmented Generation”☆14Dec 6, 2025Updated 10 months ago
- ICLR 2026 Oral: WAVE: Learning Unified & Versatile Audio-Visual Embeddings with Multimodal LLM☆53Jul 30, 2026Updated 3 months ago