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Deepfake Detection on FaceForensics++ c23 (train)

98.68FF c23 Score

LDP-RGBFNet

Updated 4d ago

Evaluation Results

Method
LDP-RGBFNet 2026.01	98.68	76.87	99.98	98.71	99.72	96.31	95.05
RGB-LDP Fusion-SSAT 2026.01	98.65	83.49	99.96	99.21	99.78	95.71	96.13
DF-Adapter 2026.01	98.62	96.83	99.84	99.76	99.33	95.97	98.39
LDP-LDPFNet 2026.01	98.57	76.73	99.96	98.44	99.69	96.17	94.93
Fairness 2026.01	98.28	80.91	99.05	98.65	99.23	96.35	95.41
RGB-LDPFNet 2026.01	98.15	82.83	99.96	98.28	99.4	94.96	95.59
RGB-LDPFNet 2026.01	97.4	77.24	99.96	96.88	99.14	93.64	94.04
UCF 2026.01	97.05	83.99	98.83	98.4	98.96	94.41	95.27
LDP-LDPFNet 2026.01	96.87	77.27	99.95	96.67	98.93	91.93	93.6
SSAT 2026.01	96.82	74.38	99.91	96.03	99.22	92.15	93.08
CORE 2026.01	96.38	81.94	97.87	98.03	98.23	93.39	94.31
Xception 2026.01	96.37	82.61	97.99	97.85	98.33	93.85	94.5
F3Net 2026.01	96.35	82.71	97.93	97.96	98.44	93.54	94.49
FFD 2026.01	96.24	82.37	98.03	97.84	98.53	93.06	94.34
Recce 2026.01	96.21	81.9	97.97	97.79	97.85	93.57	94.22
SPSL 2026.01	96.1	81.74	97.81	97.54	98.29	92.99	94.08
X-ray 2026.01	95.92	79.25	97.94	98.72	98.71	92.9	93.91
OPR 2026.01	95.91	60.78	98.61	92.72	92.72	90.71	88.58
SRM 2026.01	95.76	81.14	97.33	96.96	97.4	92.95	93.59
EfficientB4 2026.01	95.67	81.5	97.57	97.58	97.97	93.08	93.89
RGB-LDP Fusion-SSAT 2026.01	94.91	77.96	99.41	94.51	98.66	87.1	92.09
AVAD 2026.01	94.1	79.8	98.72	95.34	92.67	90.93	91.93
MARLIN 2026.01	93.7	80.59	93.99	92.5	95.8	97.08	92.28
FWA 2026.01	87.65	73.57	92.1	90	88.43	81.2	85.49
PFF 2026.01	85.18	69.82	85.91	92.81	82.71	85.61	83.67
CNN-Aug 2026.01	84.93	78.46	90.48	87.88	90.26	73.13	84.19
Capsule 2026.01	84.21	70.4	86.69	86.34	87.34	78.04	82.17
StyleGRU 2026.01	82.97	70.91	94	68.5	88.8	80.6	82.97
MesoIncep 2026.01	75.83	72.78	85.42	80.87	74.21	65.17	75.71
LDP-RGBFNet 2026.01	67.66	65.66	86.22	60.47	61.12	62.81	67.32
Meso4 2026.01	60.77	59.2	67.71	61.7	59.46	57.01	60.97