metadata
license: apache-2.0
library_name: anomalib
pipeline_tag: image-classification
tags:
- anomaly-detection
- computer-vision
- pcb
- efficientad
- robustad
VisionQC EfficientAD-medium for RobustAD PCB
EfficientAD-medium checkpoint trained on the RobustAD PCB source domain with Anomalib. The best checkpoint was selected using image AUROC on a 20% synthetic validation split with early stopping.
Benchmark
| Domain | Image AUROC | Pixel AUROC | Pixel AUPRO |
|---|---|---|---|
| test0 | 0.8221 | 0.9237 | 0.6809 |
| test1 | 0.5000 | 0.6878 | 0.2052 |
| test2 | 0.5000 | 0.7277 | 0.2539 |
| test3 | 0.4917 | 0.8338 | 0.5107 |
| test4 | 0.5000 | 0.8205 | 0.5082 |
| test5 | 0.6250 | 0.8739 | 0.6213 |
The checkpoint is a baseline: image-level performance degrades substantially
under domain shift. See domain_metrics.csv, ard.csv, and benchmark.json
for the complete evaluation output.
Download
hf download thangkt/visionqc-efficientad-medium-robustad-pcb \
model-best.ckpt --local-dir weights/robustad-pcb