DN2

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

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

Methodology2 results

Anomaly DetectiononOne-class CIFAR-10
AUROC· uses extra data· 2020-02-24
92.5
best: 99.6 (CLIP (OE))
SOTA
Deep Nearest Neighbor Anomaly Detection arXiv:2002.10445
Anomaly DetectiononBANKING77-OOS
AUC 10%· 2024-05-30
76.7
best: 81.7 (ColdFusion)
From Zero to Hero: Cold-Start Anomaly Detection arXiv:2405.20341