| Paper | Code | Detection AUROC | Segmentation AUROC | ModelName | ReleaseDate |
|---|---|---|---|---|---|
| TIPS Over Tricks: Simple Prompts for Effective Zero-shot Anomaly Detection | ✓ Link | 99.7 | 97.2 | Tipsomaly (TIPS-L/14 HR, Zero-shot) | 2026-02-03 |
| DLVP-CLIP: Enhancing Fine-Grained Zero-Shot Anomaly Detection via Dynamic Local Visual Prompting | 99.3 | 96.8 | DLVP-CLIP | 2026-06-03 | |
| Crane: Context-Guided Prompt Learning and Attention Refinement for Zero-Shot Anomaly Detections | ✓ Link | 99.2 | 96.3 | Crane (CLIP ViT-L/14@336, zero-shot) | 2025-04-15 |
| From Attraction to Equilibrium: Physics-Inspired Semantic Gravitons for Zero-Shot Anomaly Detection | 99.2 | 99.5 | SGNet | 2026-06-03 | |
| AdaCLIP: Adapting CLIP with Hybrid Learnable Prompts for Zero-Shot Anomaly Detection | ✓ Link | 99.1 | 91.5 | AdaCLIP (zero-shot) | 2024-07-22 |
| Bayesian Prompt Flow Learning for Zero-Shot Anomaly Detection | ✓ Link | 97.7 | Bayes-PFL (ViT-L/14@336, 518px, cross-domain zero-shot) | 2025-03-13 | |
| VarProtoAD: Variational Prototype-Conditioned Prompting for Zero-Shot Anomaly Detection | 97.7 | VarProtoAD | 2026-09-08 |