FakeAVCeleb
Benchmarks
TaskDatasetSOTA resultTrendResults
FakeAVCeleb (test)
99.8Accuracy
66
FakeAVCeleb
99.29Accuracy
41
FakeAVCeleb
99.91Accuracy
17
FakeAVCeleb (AVG-FV)
98.5AP
17
FakeAVCeleb FVFA-WL
100AP (%)
17
FakeAVCeleb FVFA-GAN
99.9AP
17
FakeAVCeleb (FVFA-FS)
100AP
17
FakeAVCeleb FVRA-WL
97.8AP
17
FakeAVCeleb (test)
97.68ACC (Audio-Visual)
16
FakeAVCeleb (test)
99AP
12
FakeAVCeleb Intra-dataset
99.2Accuracy
12
FakeAVCeleb Original (Trim: X)
100AUC
10
FakeAVCeleb-LS
100AUC
9
FakeAVCeleb
0.83Video-level AUC
9
FakeAVCeleb (test)
98.1FS Score
9
FakeAVCeleb RVFA
93.3AP
8
FakeAVCeleb LipGAN-manipulated (test)
94.3AP
8
FakeAVCeleb (Lower Quality)
85.41AUC
6
FakeAVCeleb Higher Quality
97.21AUC
6
FakeAVCeleb
171.52FAD
5
FakeAVCeleb
26.88FID
5
FakeAVCeleb Trimmed
99.2AUC
5
FakeAVCeleb (cross-dataset)
99AUC
5
FakeAVCeleb (70%-30% in-domain split)
99.9AUC
4
FakeAVCeleb (Leave-one-out)
95.3AUC
4