Table 2 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-MC16 | PPAN20 | AdaDC21 | Proposed |
|---|---|---|---|---|
Accuracy | 95.124 | 94.408 | 94.791 | 98.124 |
Precision | 95.856 | 94.008 | 95.085 | 98.856 |
F-score | 95.467 | 94.889 | 95.072 | 97.667 |
Specificity | 95.201 | 94.065 | 95.083 | 98.201 |
Sensitivity | 95.014 | 95.013 | 95.0194 | 98.014 |
MCC | 95.856 | 95.862 | 95.0842 | 97.816 |
NPV | 95.182 | 95.781 | 95.543 | 97.062 |
MSE | 0.34206 | 0.288242 | 0.304156 | 0.26885 |
MAE | 0.34542 | 0.308762 | 0.31541 | 0.27964 |
NMSE | 0.305773 | 0.31542 | 0.31745 | 0.28753 |
RMSE | 0.291074 | 0.30185 | 0.31547 | 0.25158 |
