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Deepfake Detection on FaceForensics++ c23 (test)

99.8AUC

FTCN

Updated 22d ago

Evaluation Results

Method
FTCN 2022.01	99.8	-	-	-	-	-	-
RealForensics 2022.01	99.8	99.1	-	-	-	-	-
TALL 2026.05	99.8	-	-	-	-	-	-
LipForensics 2022.01	99.7	98.8	-	-	-	-	-
SBI 2026.05	99.7	-	-	-	-	-	-
NACO 2026.05	99.7	-	-	-	-	-	-
FTCN 2026.05	99.7	-	-	-	-	-	-
SpInShield 2026.05	99.6	-	-	-	-	-	-
UCF 2026.05	99.5	-	-	-	-	-	-
AltFreezing 2026.05	99.5	-	-	-	-	-	-
FakeSTormer 2026.05	99.5	-	-	-	-	-	-
Xception 2022.01	99.3	97	-	-	-	-	-
CNN-GRU 2022.01	99.3	97	-	-	-	-	-
IID 2026.05	99.3	-	-	-	-	-	-
CDFA 2026.05	99.3	-	-	-	-	-	-
DFD-FCG 2026.05	99.3	-	-	-	-	-	-
ProDet 2026.05	99.2	-	-	-	-	-	-
CNN-aug 2022.01	99.1	96.9	-	-	-	-	-
LSDA 2026.05	99	-	-	-	-	-	-
DCA EMN 2026.05	98.9	-	-	-	-	-	-
SLADD 2026.05	98.4	-	-	-	-	-	-
SLF 2026.05	98.4	-	-	-	-	-	-
PTFD 2026.05	98.4	-	-	-	-	-	-
DINOv2 ViT-L/14 DCA EMN 2026.05	98.3	-	-	-	-	-	-
AFW 2026.05	98	-	-	-	-	-	-
Face X-ray 2022.01	97.8	78.4	-	-	-	-	-
Patch-based 2022.01	97.2	92.6	-	-	-	-	-
A1 multi-region: mouth + skin 2026.05	96.9	-	-	-	-	-	-
A1 single region: mouth 2026.05	96.3	-	-	-	-	-	-
A1 single region: nose 2026.05	95.8	-	-	-	-	-	-
SICA 2026.02	95.5	-	83.44	99.46	98.66	98.55	97.39
UCF 2026.02	94.92	-	83.99	98.83	98.4	98.96	94.41
A1 single region: eyes 2026.05	94.7	-	-	-	-	-	-
Effort 2026.02	94.52	-	80.62	99.28	98.39	98.06	96.25
Xception 2026.02	94.13	-	82.61	97.99	97.85	98.33	93.85
F3Net 2026.02	94.12	-	82.71	97.93	97.96	98.44	93.54
FFD 2026.02	93.97	-	82.37	98.03	97.84	98.53	93.06
CORE 2026.02	93.9	-	81.94	97.87	98.03	98.23	93.39
Recce 2026.02	93.82	-	81.9	97.97	97.79	97.85	93.57
SPSL 2026.02	93.67	-	81.74	97.81	97.54	98.29	92.99
EfficientB4 2026.02	93.54	-	81.5	97.57	97.58	97.97	93.08
X-ray 2026.02	93.5	-	79.25	97.94	98.72	98.71	92.9
SRM 2026.02	93.16	-	81.14	97.33	96.96	97.4	92.95
FaRL ViT-B/16 backbone + EMN pipeline 2026.05	93	-	-	-	-	-	-
Sia 2026.02	90.32	-	73.67	96.21	94.92	95.37	91.43
DINOv3 CLS global 2026.05	88.4	-	-	-	-	-	-
FWA 2026.02	85.06	-	73.57	92.1	90	88.43	81.2
CNN-Aug 2026.02	84.04	-	78.46	90.48	87.88	90.26	73.13
Capsule 2026.02	81.76	-	70.4	86.69	86.34	87.34	78.04
MesoIncep 2026.02	75.69	-	72.78	85.42	80.87	74.21	65.17
Meso4 2026.02	61.02	-	59.2	67.71	61.7	59.46	57.01
Cross-region Gram Frobenius 2026.05	56	-	-	-	-	-	-
Two-branch 2022.01	-	99.1	-	-	-	-	-
EfficientNet 2026.03	-	96.67	-	-	-	-	-
Face X-ray 2026.03	-	95.72	-	-	-	-	-
CORE 2026.03	-	96.61	-	-	-	-	-
RECCE 2026.03	-	96.95	-	-	-	-	-
SBI* 2026.03	-	85.16	-	-	-	-	-
CADDM 2026.03	-	97.16	-	-	-	-	-
UCF 2026.03	-	97.16	-	-	-	-	-
FoCus 2026.03	-	99.15	-	-	-	-	-
Qiao et al. 2026.03	-	99	-	-	-	-	-
GRU 2026.03	-	98.4	-	-	-	-	-
ProDet 2026.03	-	95.91	-	-	-	-	-
FreqBlender* 2026.03	-	93.29	-	-	-	-	-
Effort 2026.03	-	98.85	-	-	-	-	-
VLFFD 2026.03	-	98.64	-	-	-	-	-
FIA-USA 2026.03	-	98.71	-	-	-	-	-
RDBC 2026.03	-	99.41	-	-	-	-	-