OpenCodePapers
zero-shot-anomaly-detection-on-dtd-synthetic-zero-shot-cross-domain
Anomaly Detection
Zero-Shot Anomaly Detection
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Paper
Code
Detection AUROC
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Segmentation AUROC
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ModelName
ReleaseDate
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TIPS Over Tricks: Simple Prompts for Effective Zero-shot Anomaly Detection
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99.4
Tipsomaly (TIPS-L/14 HR, Zero-shot)
2026-02-03
From Attraction to Equilibrium: Physics-Inspired Semantic Gravitons for Zero-Shot Anomaly Detection
98.7
99.3
SGNet
2026-06-03
DLVP-CLIP: Enhancing Fine-Grained Zero-Shot Anomaly Detection via Dynamic Local Visual Prompting
96.8
98.9
DLVP-CLIP
2026-06-03
Crane: Context-Guided Prompt Learning and Attention Refinement for Zero-Shot Anomaly Detections
✓ Link
96.3
Crane (CLIP ViT-L/14@336, zero-shot)
2025-04-15
AdaCLIP: Adapting CLIP with Hybrid Learnable Prompts for Zero-Shot Anomaly Detection
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95.5
97.9
AdaCLIP (zero-shot)
2024-07-22
Bayesian Prompt Flow Learning for Zero-Shot Anomaly Detection
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95.1
97.8
Bayes-PFL (ViT-L/14@336, 518px, cross-domain zero-shot)
2025-03-13
AnomalyCLIP: Object-agnostic Prompt Learning for Zero-shot Anomaly Detection
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93.5
AnomalyCLIP (damaged prompt, zero-shot)
2023-10-29
VisualAD: Language-Free Zero-Shot Anomaly Detection via Vision Transformer
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98.1
VisualAD CLIP (zero-shot)
2026-03-09
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