The code implementation for UME-R1: Exploring Reasoning-Driven Generative Multimodal Embeddings (ICLR 2026).
☆69Feb 25, 2026Updated 4 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:
- ☆44Jun 23, 2026Updated 3 weeks ago
- [AAAI 2026 Oral] The official code of "UniME-V2: MLLM-as-a-Judge for Universal Multimodal Embedding Learning"☆74Dec 8, 2025Updated 7 months ago
- This repo contains the code for "VLM2Vec / MMEB" [ICLR 2025], "VLM2Vec-V2 / MMEB-V2" [TMLR 2026], and "MMEB-V3" [COLM 2026]☆667Jun 24, 2026Updated 3 weeks ago
- Reasoning Guided Embeddings: Leveraging MLLM Reasoning for Improved Multimodal Retrieval☆15Nov 29, 2025Updated 7 months ago
- ☆25Jun 22, 2026Updated 3 weeks ago
- GPU virtual machines on DigitalOcean Gradient AI • AdGet to production fast with high-performance AMD and NVIDIA GPUs you can spin up in seconds. The definition of operational simplicity.
- [ACMMM 2026] PLUME: Latent Reasoning Based Universal Multimodal Embedding☆24Apr 29, 2026Updated 2 months ago
- LLaVE: Large Language and Vision Embedding Models with Hardness-Weighted Contrastive Learning☆78May 23, 2025Updated last year
- Official implementation of ICLR 2026: Let LLMs Speak Embedding Languages: Generative Text Embeddings via Iterative Contrastive Refinement☆15May 24, 2026Updated last month
- Embedding model prioritized towards Multimodal RAG, overall + VisDoc double top1 on MMEB benchmark☆36Jun 16, 2026Updated last month
- ☆43Jan 12, 2026Updated 6 months ago
- (ICML 2026) Official repository of paper "ObjEmbed: Towards Universal Multimodal Object Embeddings"☆51May 18, 2026Updated 2 months ago
- ☆36Mar 24, 2026Updated 3 months ago
- A composed retrieval project☆17Apr 9, 2026Updated 3 months ago
- [ACM MM 2025] The official code of "Breaking the Modality Barrier: Universal Embedding Learning with Multimodal LLMs"☆105Dec 8, 2025Updated 7 months ago
- Managed Kubernetes at scale on DigitalOcean • AdDigitalOcean Kubernetes includes the control plane, bandwidth allowance, container registry, automatic updates, and more for free.
- Official Pytorch implementation of MuCo: Multi-turn Contrastive Learning for Multimodal Embedding Model (CVPR 2026)☆15Apr 16, 2026Updated 3 months ago
- ☆68Aug 14, 2025Updated 11 months ago
- The official repository of MM-R5☆30Jun 22, 2025Updated last year
- [ICCV 2025] Official repository of "Mitigating Object Hallucinations via Sentence-Level Early Intervention".☆31Jul 2, 2026Updated 2 weeks ago
- ICLR 2026 Oral: WAVE: Learning Unified & Versatile Audio-Visual Embeddings with Multimodal LLM☆40Mar 16, 2026Updated 4 months ago
- ☆17Nov 6, 2025Updated 8 months ago
- this repo contains some useful metadata for Fashion IQ challenge: https://sites.google.com/view/lingir/fashion-iq☆15Jun 28, 2019Updated 7 years ago
- [ACL-2026 Findings] Implementation for HiPrune, a training-free visual token pruning method for VLM acceleration.☆58Apr 29, 2026Updated 2 months ago
- ☆1,333Jun 23, 2026Updated 3 weeks 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.
- FuseLIP: Multimodal Embeddings via Early Fusion of Discrete Tokens☆17Sep 8, 2025Updated 10 months ago
- Official implement of CIKM2025: 《UniECS: Unified Multimodal E-Commerce Search Framework with Gated Cross-modal Fusion》☆21Sep 17, 2025Updated 10 months ago
- EvoEmbedding: Evolvable Representations for Long-Context Retrieval and Agentic Memory☆52Jul 1, 2026Updated 2 weeks ago
- [ICLR 2025] Data-Augmented Phrase-Level Alignment for Mitigating Object Hallucination☆21Jan 27, 2025Updated last year
- [ACM MM 2024] Improving Composed Image Retrieval via Contrastive Learning with Scaling Positives and Negatives☆39Sep 9, 2025Updated 10 months ago
- Reason-before-Retrieve: One-Stage Reflective Chain-of-Thoughts for Training-Free Zero-Shot Composed Image Retrieval [CVPR 2025 Highlight]☆72Jul 8, 2025Updated last year
- The official repo for the DanQing dataset.☆36Mar 25, 2026Updated 3 months ago
- ☆20Apr 21, 2026Updated 3 months ago
- ☆102Dec 22, 2023Updated 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.
- [SIGIR '26] Mixture-of-Retrieval Experts for Reasoning-Guided Multimodal Knowledge Exploitation☆43Jul 1, 2026Updated 2 weeks ago
- Official codebase for the paper Latent Visual Reasoning☆169Oct 22, 2025Updated 8 months ago
- Composed Video Retrieval☆62May 2, 2024Updated 2 years ago
- [CVPR 2025] LamRA: Large Multimodal Model as Your Advanced Retrieval Assistant☆182Jul 7, 2025Updated last year
- ☆1,249Nov 20, 2025Updated 8 months ago
- [NeurIPS 2025 Spotlight] Unleashing Hour-Scale Video Training for Long Video-Language Understanding☆19Jun 24, 2025Updated last year
- [ICCV 2025] The official pytorch implement of "LLaVA-SP: Enhancing Visual Representation with Visual Spatial Tokens for MLLMs".☆24Oct 28, 2025Updated 8 months ago