notesum.ai
Published at December 9Detecting Facial Image Manipulations with Multi-Layer CNN Models
cs.CV
cs.AI
Released Date: December 9, 2024
Authors: Alejandro Marco Montejano1, Angela Sanchez Perez1, Javier Barrachina1, David Ortiz-Perez2, Manuel Benavent-Lledo2, Jose Garcia-Rodriguez2
Aff.: 1Facephi Research Laboratory; 2Dept. of Computer Science and Technology, University of Alicante

| Class | Precision | Recall | F1 Score | Support |
| DeepFake | 0.79 | 0.76 | 0.78 | 1550 |
| FaceSwap | 0.78 | 0.78 | 0.78 | 1441 |
| Real | 0.73 | 0.75 | 0.74 | 1489 |
| Accuracy | 0.76 | |||
| Macro average | 0.76 | 0.76 | 0.76 | 4480 |