HyperAI超神经

Anomaly Detection On Fashion Mnist

评估指标

ROC AUC

评测结果

各个模型在此基准测试上的表现结果

比较表格
模型名称ROC AUC
panda-adapting-pretrained-features-for84.8
p-kdgan-progressive-knowledge-distillation0.9293
unsupervised-anomaly-detection-and92.01
panda-adapting-pretrained-features-for92.8
gan-based-anomaly-detection-in-imbalance98.6
shell-theory-a-statistical-model-of-reality92.1
unsupervised-anomaly-detection-and93.57
panda-adapting-pretrained-features-for91.8
anomaly-detection-via-reverse-distillation95.0
panda-adapting-pretrained-features-for95.6
unsupervised-anomaly-detection-and94.41
dasvdd-deep-autoencoding-support-vector-data92.6