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Deepfake Detection on Celeb-DF

0.981ROC-AUC

Aletheia

0.6004640.6992570.798050.896843Nov 2, 2023Mar 29, 2024Aug 25, 2024Jan 21, 2025Jun 19, 2025Nov 15, 2025Apr 13, 2026
Updated 1mo ago

Evaluation Results

MethodLinks
2026.04
0.981--
2026.04
0.975--
2026.04
0.972--
2023.11
0.97--
2026.04
0.965--
2025.03
0.954--
2025.03
0.951--
2025.03
0.9459--
2025.03
0.9388--
2025.03
0.9318--
2025.03
0.9277--
2025.03
0.873--
2025.03
0.824--
2025.12
0.820.258-
2025.12
0.8047--
2025.12
0.7967--
2026.03
0.78410.28476.5
2025.03
0.7826--
2026.03
0.76870.313873.91
2023.11
0.765--
2026.03
0.75310.309574.08
2023.11
0.753--
2025.12
0.7527--
2025.12
0.7487--
2026.03
0.74550.330673.37
2023.11
0.744--
2026.03
0.74390.305873
2026.03
0.73940.310772.68
2023.11
0.739--
2023.11
0.737--
2023.11
0.735--
2023.11
0.732--
2026.03
0.7280.338772.32
2025.12
0.71740.34-
2026.03
0.70210.356369.46
2026.03
0.70150.358269.8
2026.03
0.69680.359468.51
2026.03
0.6880.361367.2
2025.12
0.68710.357-
2026.03
0.68710.357367.96
2025.12
0.6712--
2025.12
0.67020.379-
2025.12
0.6640.388-
2026.03
0.65640.38864.42
2025.12
0.65630.385-
2025.12
0.6180.417-
2026.03
0.6180.417360.11
2025.12
0.61510.42-
2025.12
--79.49
2025.12
--90.73
2025.12
--88.98
2025.12
--81.56