Generalized Out-of-Distribution Detection and Beyond in Vision Language Model Era: A Survey [Miyai+, TMLR2025]
☆101Jun 16, 2025Updated 11 months ago
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 10 months ago
- ☆17Jun 4, 2024Updated last year
- [NeurIPS 2024] Conjugated Semantic Pool Improves OOD Detection with Pre-trained Vision-Language Models☆39Oct 17, 2024Updated last year
- ECCV24, NeurIPS24, CVPR26*2, Benchmarking Generalized Out-of-Distribution Detection with Vision-Language Models☆34Apr 12, 2026Updated last month
- [ACL2025] Unsolvable Problem Detection: Robust Understanding Evaluation for Large Multimodal Models☆82Mar 6, 2026Updated 2 months ago
- Deploy on Railway without the complexity - Free Credits Offer • AdConnect your repo and Railway handles the rest with instant previews. Quickly provision container image services, databases, and storage volumes.
- ECCV2024, LAPT: Label-driven Automated Prompt Tuning for OOD Detection with Vision-Language Models☆18Aug 9, 2024Updated last year
- Benchmarking Generalized Out-of-Distribution Detection☆1,052Dec 1, 2025Updated 5 months ago
- Out-of-distribution detection, robustness, and generalization resources. The repository contains a curated list of papers, tutorials, boo…☆1,004Apr 3, 2026Updated last month
- The official implementation of CVPR 24' Paper "Learning Transferable Negative Prompts for Out-of-Distribution Detection"☆62Apr 8, 2024Updated 2 years ago
- This is official code repository for "Learning with Mixture of Prototypes for Out-of-Distribution Detection", accepted at ICLR2024☆35Jul 29, 2024Updated last year
- 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☆97Mar 12, 2024Updated 2 years ago
- [ICCV 2023] Going Beyond Nouns With Vision & Language Models Using Synthetic Data☆13Sep 30, 2023Updated 2 years ago
- [ICLR24] code for LSN☆10Oct 28, 2024Updated last year
- GPUs on demand by Runpod - Special Offer Available • AdRun AI, ML, and HPC workloads on powerful cloud GPUs—without limits or wasted spend. Deploy GPUs in under a minute and pay by the second.
- [TII 2025] Official Implementation and Dataset Release for "Center-aware Residual Anomaly Synthesis for Multi-class Industrial Anomaly De…☆33Mar 30, 2026Updated 2 months ago
- A curated list of awesome prompt/adapter learning methods for vision-language models like CLIP.☆776May 8, 2026Updated 3 weeks ago
- Code and data for the paper "In or Out? Fixing ImageNet Out-of-Distribution Detection Evaluation"☆27Aug 22, 2023Updated 2 years ago
- Paper of out of distribution detection and generalization☆57Aug 23, 2023Updated 2 years ago
- [IJCV2025] https://arxiv.org/abs/2304.04521☆15Jan 22, 2025Updated last year
- Technical Challenge Repository for Visual Anomaly Detection Workshop (VAND) at CVPR☆14Jul 21, 2025Updated 10 months ago
- Multi-Sensor Object Anomaly Detection: Unifying Appearance, Geometry, and Internal Properties(CVPR'25)☆86Mar 20, 2025Updated last year
- [NeurIPS 2023] "Learning to Augment Distributions for Out-of-distribution Detection"☆11Nov 14, 2023Updated 2 years ago
- [ICCV ADFM'25] ADer is an open source visual anomaly detection toolbox based on PyTorch, which supports multiple popular AD datasets and …☆340Jan 29, 2025Updated last year
- AI Agents on DigitalOcean Gradient AI Platform • AdBuild production-ready AI agents using customizable tools or access multiple LLMs through a single endpoint. Create custom knowledge bases or connect external data.
- Official Anomaly-ShapeNet☆54Oct 17, 2025Updated 7 months ago
- If CLIP Could Talk: Understanding Vision-Language Model Representations Through Their Preferred Concept Descriptions☆17Apr 4, 2024Updated 2 years ago
- MOS: Towards Scaling Out-of-distribution Detection for Large Semantic Space☆100Jun 28, 2021Updated 4 years ago
- [ICLR2023] PLOT: Prompt Learning with Optimal Transport for Vision-Language Models☆176Dec 14, 2023Updated 2 years ago
- Paper list for industrial image anomaly synthesis methods.☆77Nov 18, 2025Updated 6 months ago
- Official implementation for "Partial and Asymmetric Contrastive Learning for Out-of-Distribution Detection in Long-Tailed Recognition" (I…☆42May 15, 2023Updated 3 years ago
- [NeurIPS 2024] Official implementation of MambaAD: Exploring State Space Models for Multi-class Unsupervised Anomaly Detection.☆213Mar 13, 2025Updated last year
- ☆17Nov 29, 2024Updated last year
- ☆38Nov 25, 2025Updated 6 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.
- PyTorch Implementation of ECCV 2024 OOD-CV Workshop SSB Challenge (Open-Set Recognition Track) - 1st Place☆29Sep 13, 2024Updated last year
- Official Code for Large-vocabulary forensic pathological analyses via prototypical cross-modal contrastive learning☆19Jul 24, 2025Updated 10 months ago
- [ECCV2024] The Official Implementation for ''AdaCLIP: Adapting CLIP with Hybrid Learnable Prompts for Zero-Shot Anomaly Detection''☆306Jul 7, 2025Updated 10 months ago
- Code for ICCV 2023 paper "Nearest Neighbor Guidance for Out-of-Distribution Detection"☆23Jun 2, 2025Updated 11 months ago
- 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☆65Aug 13, 2023Updated 2 years ago
- Official code for ICLR 2024 paper, "A Hard-to-Beat Baseline for Training-free CLIP-based Adaptation"☆87Apr 21, 2024Updated 2 years ago