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 attributeFF++CelebDFDFDC Preview

Single attributeLeft eyebrow97.263.961.2
Right eyebrow97.764.363.1
Left eye98.866.767.8
Right eye98.366.263.7
Nose96.461.860.3
Mouth98.666.464.1
Inner mouth95.159.357.9
Chin94.358.755.6

MultiattributeEyes98.964.262.7
Eyes + eyebrows99.165.163.1
Eyes + mouth99.264.862.9
Mouth + inner mouth97.463.262.2
Nose + mouth + inner mouth97.863.962.4
Mouth + inner mouth + chin96.160.159.8

All99.465.863.7