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Deepfake Detection on FF++ HQ (test)

0.999AUC (DF)

GenDF

Updated 4d ago

Evaluation Results

Method	Links
GenDF 2025.12		0.999	0.64	0.661	0.69	0.748
EfficientB4 2025.12		0.995	0.728	0.706	0.771	0.8
SRM 2025.12		0.995	0.724	0.684	0.762	0.791
Xception 2025.12		0.994	0.723	0.703	0.757	0.794
UIA-ViT 2025.12		0.994	0.636	0.579	0.634	0.711
F3-Net 2025.12		0.976	0.637	0.734	0.695	0.761
UIA-ViT 2025.12		0.885	0.634	0.995	0.477	0.748
GenDF 2025.12		0.827	0.656	0.999	0.565	0.762
GenDF 2025.12		0.807	0.992	0.613	0.627	0.76
UIA-ViT 2025.12		0.774	0.99	0.615	0.582	0.74
GenDF 2025.12		0.747	0.685	0.542	0.957	0.733
UIA-ViT 2025.12		0.729	0.678	0.461	0.963	0.708
SRM 2025.12		0.711	0.985	0.622	0.68	0.75
Xception 2025.12		0.674	0.984	0.633	0.679	0.743
EfficientB4 2025.12		0.661	0.982	0.629	0.682	0.739
EfficientB4 2025.12		0.649	0.584	0.525	0.956	0.679
SRM 2025.12		0.649	0.578	0.53	0.955	0.678
F3-Net 2025.12		0.643	0.582	0.975	0.524	0.681
Xception 2025.12		0.635	0.585	0.535	0.955	0.678
F3-Net 2025.12		0.601	0.962	0.583	0.656	0.701
F3-Net 2025.12		0.58	0.562	0.523	0.846	0.628
EfficientB4 2025.12		0.555	0.596	0.992	0.553	0.674
Xception 2025.12		0.552	0.609	0.993	0.551	0.676
SRM 2025.12		0.55	0.607	0.993	0.55	0.675