IGD

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 DetectiononHyper-Kvasir Dataset
AUC· 2021-01-25
0.939
best: 0.972 (CCD)
SOTA
Deep One-Class Classification via Interpolated Gaussian Descriptor arXiv:2101.10043
Anomaly DetectiononLAG
AUC· 2021-01-25
0.796
best: 0.874 (CCD)
SOTA
Deep One-Class Classification via Interpolated Gaussian Descriptor arXiv:2101.10043
Anomaly DetectiononMVTec AD
Detection AUROC· 2021-01-25
93.4
best: 99.9 (GLASS)
Deep One-Class Classification via Interpolated Gaussian Descriptor arXiv:2101.10043