Table 2 Overall results
From: Swapped face detection using deep learning and subjective assessment
|  |  | Nirkin’s method [4] | AE-GAN [5] | ||||
|---|---|---|---|---|---|---|---|
| Â | Â | True positive (%) | False positive (%) | Accuracy (%) | True positive (%) | False positive (%) | Accuracy (%) |
Entire dataset | ResNet-18 | 96.52 | 0.60 | 97.19 | 99.86 | 0.08 | 99.88 |
Manually selected 200 | ResNet-18 | 96.00 | 0.00 | 98.00 | 100.00 | 0.00 | 100.00 |
| Â | Human subjects | 92.00 | 8.00 | 92.00 | 98.00 | 2.00 | 98.00 |
Chicago Face Dataset | ResNet-18 | 90.18 | 6.03 | 91.97 | Â | Â | Â |