Share your thoughts, 1 month free Claude Pro on usSee more

Deepfake Detection on FF++ HQ (test)

0.9949AUC (Avg)

CAST-B5

Updated 1mo ago

Evaluation Results

Method	Links
CAST-B5 2025.06		0.9949	-	-	-	-	97.57
D2-Fusion 2025.06		0.9942	-	-	-	-	97.77
RECCE 2025.06		0.9932	-	-	-	-	97.06
DCL 2025.06		0.993	-	-	-	-	-
MAT 2025.06		0.9929	-	-	-	-	97.6
CAST-B0 2025.06		0.9898	-	-	-	-	96.89
GFF 2025.06		0.9895	-	-	-	-	96.87
F3-Net 2025.06		0.981	-	-	-	-	97.52
Face X-ray 2025.06		0.8735	-	-	-	-	-
EfficientB4 2025.12		0.8	0.995	0.728	0.706	0.771	-
Xception 2025.12		0.794	0.994	0.723	0.703	0.757	-
SRM 2025.12		0.791	0.995	0.724	0.684	0.762	-
GenDF 2025.12		0.762	0.827	0.656	0.999	0.565	-
F3-Net 2025.12		0.761	0.976	0.637	0.734	0.695	-
GenDF 2025.12		0.76	0.807	0.992	0.613	0.627	-
SRM 2025.12		0.75	0.711	0.985	0.622	0.68	-
GenDF 2025.12		0.748	0.999	0.64	0.661	0.69	-
UIA-ViT 2025.12		0.748	0.885	0.634	0.995	0.477	-
Xception 2025.12		0.743	0.674	0.984	0.633	0.679	-
UIA-ViT 2025.12		0.74	0.774	0.99	0.615	0.582	-
EfficientB4 2025.12		0.739	0.661	0.982	0.629	0.682	-
GenDF 2025.12		0.733	0.747	0.685	0.542	0.957	-
UIA-ViT 2025.12		0.711	0.994	0.636	0.579	0.634	-
UIA-ViT 2025.12		0.708	0.729	0.678	0.461	0.963	-
F3-Net 2025.12		0.701	0.601	0.962	0.583	0.656	-
F3-Net 2025.12		0.681	0.643	0.582	0.975	0.524	-
EfficientB4 2025.12		0.679	0.649	0.584	0.525	0.956	-
Xception 2025.12		0.678	0.635	0.585	0.535	0.955	-
SRM 2025.12		0.678	0.649	0.578	0.53	0.955	-
Xception 2025.12		0.676	0.552	0.609	0.993	0.551	-
SRM 2025.12		0.675	0.55	0.607	0.993	0.55	-
EfficientB4 2025.12		0.674	0.555	0.596	0.992	0.553	-
F3-Net 2025.12		0.628	0.58	0.562	0.523	0.846	-