新颖性检测方法 | RGB图 | 压力图 | ||
AUROC % | AUPR % | AUROC % | AUPR % | |
One-class SVM | 84.9 | 84.9 | 81.1 | 82.2 |
Gaussian Mixture Model | 81.6 | 83.2 | 79.6 | 80.3 |
Conventional NN Confidence | 86.9 | 85.8 | 85.3 | 82.6 |
Our Model | 92.5 | 95.4 | 90.1 | 86.2 |
Model Variants 1 | 90.1 | 92.2 | 89.9 | 89.8 |
Model Variants 2 | 89.2 | 90.6 | 87.3 | 87.6 |