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Deepfake Detection on 140k Real and Fake Faces

99.13AccuracyVFDNET
83.68687.695591.70595.7145Jan 3, 2026

Evaluation results

MethodLinks
VFDNETWork=Proposed2026.0199.13
VGG16Work=[6]2026.0199
MobileNetV3Work=Proposed2026.0198
DFCNETWork=Proposed2026.0195.76
DenseNet-121Work=N/A2026.0192
ResNet50Work=Proposed2026.0184.28