Student-Teacher

Reported on 4 benchmarks across 1 task · 1 paper · 4 SOTA

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

Methodology4 results

Anomaly DetectiononVisA
Detection AUROC· 2019-11-06
93.2
best: 99.8 (UniNet)
SOTA
Uninformed Students: Student-Teacher Anomaly Detection with Discriminative Latent Embeddings arXiv:1911.02357
Anomaly DetectiononMVTec LOCO AD
Avg. Detection AUROC· 2019-11-06
77.3
best: 95.3 (CSAD)
SOTA
Uninformed Students: Student-Teacher Anomaly Detection with Discriminative Latent Embeddings arXiv:1911.02357
Anomaly DetectiononMVTec LOCO AD
Detection AUROC (only logical)· 2019-11-06
66.4
best: 98.1 (PSAD)
SOTA
Uninformed Students: Student-Teacher Anomaly Detection with Discriminative Latent Embeddings arXiv:1911.02357
Anomaly DetectiononMVTec LOCO AD
Detection AUROC (only structural)· 2019-11-06
88.3
best: 95.9 (PUAD-M)
SOTA
Uninformed Students: Student-Teacher Anomaly Detection with Discriminative Latent Embeddings arXiv:1911.02357