Not a neutral survey — a field manual for engineers who build, train, and ship multimodal retrieval at production scale. The C-L-I triangle (Compression · Localization · Instruction), MLLM encoders vs late interaction, MUVERA economics, and falsifiable forecasts through 2030.
☆79Apr 20, 2026Updated 3 months ago
Alternatives and similar repositories for BeyondCLIP
Users that are interested in BeyondCLIP are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- [ACL 2025 Oral] 🔥🔥 MegaPairs: Massive Data Synthesis for Universal Multimodal Retrieval☆248Nov 6, 2025Updated 8 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
- A curated list of papers, models, datasets, and benchmarks for unified multi-modal embedding models.☆43Apr 29, 2026Updated 2 months ago
- LLaVE: Large Language and Vision Embedding Models with Hardness-Weighted Contrastive Learning☆78May 23, 2025Updated last year
- ☆44Jun 23, 2026Updated 3 weeks ago
- 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.
- WeThink: Toward General-purpose Vision-Language Reasoning via Reinforcement Learning☆36Jun 10, 2025Updated last year
- Code for "CAFe: Unifying Representation and Generation with Contrastive-Autoregressive Finetuning"☆33Mar 26, 2025Updated last year
- Simple code sandbox supporting jupyter notebook style code execution. Used for agent training☆24Dec 5, 2025Updated 7 months ago
- [NeurIPS24] VisMin: Visual Minimal-Change Understanding☆19Mar 3, 2025Updated last year
- Ranking-Consistent Language-Image Pretraining☆15Oct 24, 2025Updated 8 months ago
- A comprehensive survey of Composed Multi-modal Retrieval (CMR), including Composed Image Retrieval (CIR) and Composed Video Retrieval (CV…☆89Jan 20, 2026Updated 6 months ago
- BTS: A Bi-lingual Benchmark for Text Segmentation in the Wild☆33Apr 16, 2024Updated 2 years ago
- 使用yolov8自动标注，运用度量学习metric learning 的ReID算法，实现跨镜头人脸追踪☆11May 15, 2024Updated 2 years ago
- a dataset for camera-based table detection☆16Jul 30, 2021Updated 4 years ago
- 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.
- official code for "Modality Curation: Building Universal Embeddings for Advanced Multimodal Information Retrieval"☆42Jul 4, 2025Updated last year
- [CVPR'25] ConText-CIR: Learning from Concepts in Text for Composed Image Retrieval☆16Jun 17, 2026Updated last month
- Generalizing Unsupervised Anomaly Detection: Towards Unbiased Pathology Screening. #MIDL2023.☆30Sep 1, 2023Updated 2 years ago
- Code for COLING 2022 paper: Modeling Intra- and Inter-Modal Relations: Hierarchical Graph Contrastive Learning for Multimodal Sentiment A…☆11May 28, 2023Updated 3 years 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 would give multi-task keypoint detect code based yolov8. The landmarks or keypoints with different classes and numbers can be …☆12Feb 28, 2023Updated 3 years ago
- ☆11Jan 26, 2016Updated 10 years ago
- [ICML 2026] Video-o3: Native Interleaved Clue Seeking for Long Video Multi-Hop Reasoning☆132Jul 2, 2026Updated 2 weeks ago
- A Fine-grained Benchmark for Video Captioning and Retrieval☆30Jul 16, 2025Updated last year
- 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.
- ☆13Jan 25, 2021Updated 5 years ago
- yolov8在hisi3536a推理☆11Dec 15, 2023Updated 2 years ago
- Official code for paper "UniIR: Training and Benchmarking Universal Multimodal Information Retrievers" (ECCV 2024)☆183Oct 1, 2024Updated last year
- Detail-Oriented CLIP for Fine-Grained Tasks (ICLR SSI-FM 2025)☆59Mar 26, 2025Updated last year
- ☆17Oct 16, 2023Updated 2 years ago
- Referring Image Segmentation Benchmarking with Segment Anything Model (SAM)☆39Apr 7, 2023Updated 3 years ago
- ☆15Feb 13, 2025Updated last year
- Human Co-Parsing Guided Alignment for Occluded Person Re-identification（IEEE T-IP 23）☆14Aug 30, 2024Updated last year
- E5-V: Universal Embeddings with Multimodal Large Language Models☆275Dec 10, 2025Updated 7 months ago
- 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.
- The official repo of "Towards Scalable Video Anomaly Retrieval: A Synthetic Video-Text Benchmark"☆21Jun 5, 2025Updated last year
- ☆17Aug 13, 2024Updated last year
- Composed Video Retrieval☆62May 2, 2024Updated 2 years ago
- A simply deep learning based blur image detector.☆10Mar 29, 2023Updated 3 years ago
- [CVPR'24 & IJCV'25] Pytorch Implementation for ReCLIP☆58Aug 27, 2025Updated 10 months ago
- This is the official repository of Daily-Omni: Towards Audio-Visual Reasoning with Temporal Alignment across Modalities☆42Apr 28, 2026Updated 2 months ago
- Realtime Person Re-Identification using Kafka, Spark and Deep Learning☆15Feb 20, 2024Updated 2 years ago