Table 3.
Ablation experiment with difference maps and CNN networks.
Models | Mean precision | Mean recall | Mean F1-score | Mean accuracy |
---|---|---|---|---|
Model1 | 0.72 ± 0.02 | 0.74 ± 0.03 | 0.73 ± 0.03 | 0.71 ± 0.06 |
Model2 | 0.82 ± 0.04 | 0.83 ± 0.03 | 0.82 ± 0.04 | 0.80 ± 0.04 |
Model3 | 0.80 ± 0.03 | 0.83 ± 0.05 | 0.81 ± 0.05 | 0.77 ± 0.05 |
Model4 | 0.87 ± 0.03 | 0.89 ± 0.04 | 0.88 ± 0.04 | 0.85 ± 0.05 |