Table 4 Split data 70/30 for performance metrics without cycle GAN.
From: Enhancing single shot unsupervised domain adaptation for inter-camera person re-identification
Model | ST-MC17 | PPAN21 | AdaDC22 | Proposed |
|---|---|---|---|---|
Accuracy | 92.334 | 93.449 | 92.996 | 96.044 |
Precision | 92.552 | 93.972 | 93.864 | 96.466 |
F-score | 93.661 | 93.969 | 94.908 | 96.667 |
Specificity | 92.226 | 94.661 | 93.383 | 96.201 |
Sensitivity | 93.329 | 93.209 | 94.0194 | 96.914 |
MCC | 92.871 | 93.68 | 92.0842 | 95.115 |
NPV | 93.885 | 93.779 | 92.543 | 95.622 |
MSE | 0.36302 | 0.308242 | 0.324156 | 0.28695 |
MAE | 0.36442 | 0.338762 | 0.33941 | 0.29064 |
NMSE | 0.365773 | 0.34542 | 0.33745 | 0.30862 |
RMSE | 0.321074 | 0.32885 | 0.32967 | 0.27546 |
MAPE | 0.332776 | 0.33446 | 0.34647 | 0.31774 |
