FAIRnoDTD

Reported on 3 benchmarks across 1 task · 1 paper

Note: results are matched by exact model name. Different papers may use the same name for different model variants.

Methodology3 results

Anomaly DetectiononVisA
Detection AUROC· 2023-09-13
97.1
best: 99.8 (UniNet)
FAIR: Frequency-aware Image Restoration for Industrial Visual Anomaly Detection arXiv:2309.07068
Anomaly DetectiononVisA
Segmentation AUPRO (until 30% FPR)· 2023-09-13
91.2
best: 96.1 (AnomalyDINO-S (full-shot))
FAIR: Frequency-aware Image Restoration for Industrial Visual Anomaly Detection arXiv:2309.07068
Anomaly DetectiononVisA
Segmentation AUROC· 2023-09-13
98.7
best: 99.1 (Dinomaly ViT-L (model-unified multi-class))
FAIR: Frequency-aware Image Restoration for Industrial Visual Anomaly Detection arXiv:2309.07068