Table 3 Split data 70/30 for performance metrics with cycle GAN.
From: Enhancing single shot unsupervised domain adaptation for inter-camera person re-identification
Model | ST-MC17 | PPAN21 | AdaDC22 | Proposed |
|---|---|---|---|---|
Accuracy | 96.644 | 95.648 | 95.991 | 99.268 |
Precision | 96.759 | 95.508 | 95.885 | 99.866 |
F-score | 96.367 | 95.189 | 95.852 | 99.567 |
Specificity | 96.631 | 95.735 | 95.789 | 98.951 |
Sensitivity | 96.109 | 96.197 | 96.5194 | 98.894 |
MCC | 96.556 | 96.062 | 96.4842 | 99.116 |
NPV | 96.832 | 96.881 | 95.543 | 99.543 |
MSE | 0.33506 | 0.276242 | 0.293256 | 0.25885 |
MAE | 0.33542 | 0.297752 | 0.30631 | 0.26964 |
NMSE | 0.290773 | 0.30442 | 0.30655 | 0.27753 |
RMSE | 0.281074 | 0.29861 | 0.30446 | 0.24158 |
MAPE | 0.300273 | 0.30681 | 0.31615 | 0.28874 |
