PsudoLabels ResNet-18

Reported on 2 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.

Methodology2 results

Anomaly DetectiononAnomaly Detection on Unlabeled CIFAR-10 vs LSUN (Fix)
ROC-AUC· uses extra data· 2021-12-14
94.3
best: 99.1 (PsudoLabels ViT)
Out-of-Distribution Detection Without Class Labels arXiv:2112.07662
Anomaly DetectiononUnlabeled CIFAR-10 vs CIFAR-100
AUROC· uses extra data· 2021-12-14
90.8
best: 96.7 (PsudoLabels ViT)
Out-of-Distribution Detection Without Class Labels arXiv:2112.07662