IGD (scratch)

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 DetectiononFashion-MNIST
ROC AUC· 2021-01-25
92.01
best: 98.6 (GAN based Anomaly Detection in Imbalance Problems)
Deep One-Class Classification via Interpolated Gaussian Descriptor arXiv:2101.10043
Anomaly DetectiononOne-class CIFAR-10
AUROC· 2021-01-25
74.33
best: 99.6 (CLIP (OE))
Deep One-Class Classification via Interpolated Gaussian Descriptor arXiv:2101.10043
Anomaly DetectiononMNIST
ROC AUC· uses extra data· 2021-01-25
98.69
best: 99.7 (GAN-based Anomaly Detection in Imbalance Problems)
Deep One-Class Classification via Interpolated Gaussian Descriptor arXiv:2101.10043