Generalized Out-of-Distribution Detection and Beyond in Vision Language Model Era: A Survey [Miyai+, TMLR2025]
☆103Jun 16, 2025Updated last year
Alternatives and similar repositories for Awesome-OOD-VLM
Users that are interested in Awesome-OOD-VLM are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- [NeurIPS2023] LoCoOp: Few-Shot Out-of-Distribution Detection via Prompt Learning☆102Jul 5, 2025Updated last year
- ☆16Jun 4, 2024Updated 2 years ago
- [NeurIPS 2024] Conjugated Semantic Pool Improves OOD Detection with Pre-trained Vision-Language Models☆40Oct 17, 2024Updated last year
- ECCV24, NeurIPS24, CVPR26*2, ECCV26, Benchmarking Generalized Out-of-Distribution Detection with Vision-Language Models☆41Aug 1, 2026Updated last week
- ECCV2024, LAPT: Label-driven Automated Prompt Tuning for OOD Detection with Vision-Language Models☆18Aug 9, 2024Updated 2 years ago
- End-to-end encrypted email - Proton Mail • AdSpecial offer: 40% Off Yearly / 80% Off First Month. All Proton services are open source and independently audited for security.
- Benchmarking Generalized Out-of-Distribution Detection☆1,067Dec 1, 2025Updated 8 months ago
- [ICML 2024] "Envisioning Outlier Exposure by Large Language Models for Out-of-Distribution Detection"☆13Feb 15, 2025Updated last year
- ICCV 2023: CLIPN for Zero-Shot OOD Detection: Teaching CLIP to Say No☆144Dec 2, 2023Updated 2 years ago
- The official implementation of CVPR 24' Paper "Learning Transferable Negative Prompts for Out-of-Distribution Detection"☆62Apr 8, 2024Updated 2 years ago
- [ACM CSUR 2025] Out-of-Distribution Detection: A Task-Oriented Survey of Recent Advances☆171Jan 2, 2026Updated 7 months ago
- This is official code repository for "Learning with Mixture of Prototypes for Out-of-Distribution Detection", accepted at ICLR2024☆35Jul 29, 2024Updated 2 years ago
- (ECCV2026) Dual Distribution Estimation for Zero-shot Noisy Test-Time Adaptation with VLMs☆15Aug 1, 2026Updated last week
- CLIP-AD is an upgraded version of the zero-shot anomaly detection method we proposed for the VAND challenge.☆45Mar 5, 2024Updated 2 years ago
- PyTorch implementation of MCM (Delving into out-of-distribution detection with vision-language representations), NeurIPS 2022☆99Mar 12, 2024Updated 2 years 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.
- [ICLR24] code for LSN☆10Oct 28, 2024Updated last year
- [ICCV 2023] Going Beyond Nouns With Vision & Language Models Using Synthetic Data☆13Sep 30, 2023Updated 2 years ago
- Code and data for the paper "In or Out? Fixing ImageNet Out-of-Distribution Detection Evaluation"☆28Aug 22, 2023Updated 2 years ago
- A curated list of awesome prompt/adapter learning methods for vision-language models like CLIP.☆793Jul 17, 2026Updated 3 weeks ago
- Paper of out of distribution detection and generalization☆57Aug 23, 2023Updated 2 years ago
- [IJCV2025] https://arxiv.org/abs/2304.04521☆17Jan 22, 2025Updated last year
- Technical Challenge Repository for Visual Anomaly Detection Workshop (VAND) at CVPR☆14Jul 21, 2025Updated last year
- [ICCV ADFM'25] ADer is an open source visual anomaly detection toolbox based on PyTorch, which supports multiple popular AD datasets and …☆353Jan 29, 2025Updated last year
- [NeurIPS 2023] "Learning to Augment Distributions for Out-of-distribution Detection"☆11Nov 14, 2023Updated 2 years ago
- 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.
- Official implementation for "Partial and Asymmetric Contrastive Learning for Out-of-Distribution Detection in Long-Tailed Recognition" (I…☆42May 15, 2023Updated 3 years ago
- If CLIP Could Talk: Understanding Vision-Language Model Representations Through Their Preferred Concept Descriptions☆17Apr 4, 2024Updated 2 years ago
- [ICLR2023] PLOT: Prompt Learning with Optimal Transport for Vision-Language Models☆177Dec 14, 2023Updated 2 years ago
- Adaptation of vision-language models (CLIP) to downstream tasks using local and global prompts.☆52Jul 10, 2025Updated last year
- MOS: Towards Scaling Out-of-distribution Detection for Large Semantic Space☆101Jun 28, 2021Updated 5 years ago
- ☆39Nov 25, 2025Updated 8 months ago
- PyTorch Implementation of ECCV 2024 OOD-CV Workshop SSB Challenge (Open-Set Recognition Track) - 1st Place☆29Sep 13, 2024Updated last year
- [ECCV2024] The Official Implementation for ''AdaCLIP: Adapting CLIP with Hybrid Learnable Prompts for Zero-Shot Anomaly Detection''☆309Jul 7, 2025Updated last year
- Code for ICCV 2023 paper "Nearest Neighbor Guidance for Out-of-Distribution Detection"☆23Jun 2, 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.
- [NeurIPS 2024] Official implementation of MambaAD: Exploring State Space Models for Multi-class Unsupervised Anomaly Detection.☆217Mar 13, 2025Updated last year
- Implementation for "DualCoOp: Fast Adaptation to Multi-Label Recognition with Limited Annotations" (NeurIPS 2022))☆71Oct 24, 2023Updated 2 years ago
- PyTorch implementation of CIDER (How to exploit hyperspherical embeddings for out-of-distribution detection), ICLR 2023☆66Aug 13, 2023Updated 2 years ago
- [INFFUS 2025] A taxonomy of industrial anomaly detection methods and datasets (updating).☆124Nov 14, 2025Updated 8 months ago
- Code for "Exploring Grounding Potential of VQA-oriented GPT-4V for Zero-shot Anomaly Detection"☆31Nov 7, 2023Updated 2 years ago
- Official code for ICLR 2024 paper, "A Hard-to-Beat Baseline for Training-free CLIP-based Adaptation"☆86Apr 21, 2024Updated 2 years ago
- Retrieval-augmented Image Captioning☆13Feb 16, 2023Updated 3 years ago