MeanShifted

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

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

Methodology2 results

Anomaly DetectiononUnlabeled CIFAR-10 vs CIFAR-100
AUROC· uses extra data· 2021-06-07
90
best: 96.7 (PsudoLabels ViT)
SOTA
Mean-Shifted Contrastive Loss for Anomaly Detection arXiv:2106.03844
Anomaly DetectiononAnomaly Detection on Unlabeled CIFAR-10 vs LSUN (Fix)
ROC-AUC· uses extra data· 2021-06-07
92.6
best: 99.1 (PsudoLabels ViT)
Mean-Shifted Contrastive Loss for Anomaly Detection arXiv:2106.03844