Research Article
Local Corner and Motion Key Point Trajectory Extraction for Facial Forgery Identification
Table 4
The detection accuracy in cross-dataset experiments only uses local organs and organ combinations (Acc (%)).
| Region attribute | FF++ | CelebDF | DFDC Preview |
| Single attribute | Left eyebrow | 97.2 | 63.9 | 61.2 | Right eyebrow | 97.7 | 64.3 | 63.1 | Left eye | 98.8 | 66.7 | 67.8 | Right eye | 98.3 | 66.2 | 63.7 | Nose | 96.4 | 61.8 | 60.3 | Mouth | 98.6 | 66.4 | 64.1 | Inner mouth | 95.1 | 59.3 | 57.9 | Chin | 94.3 | 58.7 | 55.6 |
| Multiattribute | Eyes | 98.9 | 64.2 | 62.7 | Eyes + eyebrows | 99.1 | 65.1 | 63.1 | Eyes + mouth | 99.2 | 64.8 | 62.9 | Mouth + inner mouth | 97.4 | 63.2 | 62.2 | Nose + mouth + inner mouth | 97.8 | 63.9 | 62.4 | Mouth + inner mouth + chin | 96.1 | 60.1 | 59.8 |
| All | 99.4 | 65.8 | 63.7 |
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