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Deepfake Detection on FaceForensics++ (FF++) HQ (test)

0.975AUC

FreqDebias

Updated 4d ago

Evaluation Results

Method	Links
FreqDebias 2025.09		0.975	-	-	-	-	-	-	-
Ours 2023.07		0.9742	92.47	-	-	-	-	-	-
Ours* 2023.07		0.9742	94.47	-	-	-	-	-	-
IID 2025.09		0.974	-	-	-	-	-	-	-
UCF 2025.09		0.971	-	-	-	-	-	-	-
SLADD 2025.09		0.969	-	-	-	-	-	-	-
UIA-ViT* 2023.07		0.967	90.4	-	-	-	-	-	-
Xception 2025.09		0.964	-	-	-	-	-	-	-
F3Net 2025.09		0.964	-	-	-	-	-	-	-
CORE 2025.09		0.964	-	-	-	-	-	-	-
FFD 2025.09		0.962	-	-	-	-	-	-	-
RECCE 2025.09		0.962	-	-	-	-	-	-	-
SPSL 2025.09		0.961	-	-	-	-	-	-	-
X-ray 2025.09		0.959	-	-	-	-	-	-	-
SRM 2025.09		0.958	-	-	-	-	-	-	-
DCL 2023.07		0.949	87.7	-	-	-	-	-	-
LTW 2023.07		0.927	85.6	-	-	-	-	-	-
EN-B4 2023.07		0.9111	82.4	-	-	-	-	-	-
Capsule 2025.09		0.842	-	-	-	-	-	-	-
Meso4 2025.09		0.608	-	-	-	-	-	-	-
Xception 2025.12		-	-	97.23	98.35	84.29	69.12	87.25	-
Face-x-ray 2025.12		-	-	88.5	97.6	88.6	63.8	84.63	-
RFM 2025.12		-	-	96.49	98.62	84.5	58.51	84.53	-
RECCE 2025.12		-	-	98.87	99.22	90.13	76.92	91.29	-
UIA-ViT 2025.12		-	-	95.1	96.51	91.98	80.24	92.14	-
GenDF 2025.12		-	-	97.48	99.26	92.51	85.33	93.58	-
Xception 2020.12		-	-	-	-	-	-	-	93.9
CNN-aug 2020.12		-	-	-	-	-	-	-	87.5
Patch-based 2020.12		-	-	-	-	-	-	-	94
Face X-ray 2020.12		-	-	-	-	-	-	-	99.5
CNN-GRU 2020.12		-	-	-	-	-	-	-	97.6
LipForensics 2020.12		-	-	-	-	-	-	-	93
LipForensics 2020.12		-	-	-	-	-	-	-	98.4
LipForensics 2020.12		-	-	-	-	-	-	-	99.7