ReverseDistillation

Reported on 3 benchmarks across 1 task · 1 paper · 2 SOTA

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

Methodology3 results

Anomaly DetectiononAeBAD-V
Detection AUROC· 2022-01-26
71
best: 78.2 (MMR)
SOTA
Anomaly Detection via Reverse Distillation from One-Class Embedding arXiv:2201.10703
Anomaly DetectiononAeBAD-S
Detection AUROC· 2022-01-26
81
best: 87.1 (MSFR)
SOTA
Anomaly Detection via Reverse Distillation from One-Class Embedding arXiv:2201.10703
Anomaly DetectiononAeBAD-S
Segmentation AUPRO· 2022-01-26
85.6
best: 90.4 (MSFR)
Anomaly Detection via Reverse Distillation from One-Class Embedding arXiv:2201.10703