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ResearchFormerly WizWand

Deepfake Detection on Cross-Domain Evaluation (test)

91.93CDFv1 ScoreLDP-LDPFNet

Evaluation results

Method	Links
LDP-LDPFNet2026.01		91.93	86.76	87.66	99.46	95.17	92.19
OPR2026.01		90.94	84.48	80.91	71.9	85.81	82.81
RGB-LDP Fusion-SSAT2026.01		87.4	82.56	81.22	99.62	95.7	89.3
RGB-LDPFNet2026.01		87.27	84.77	79.55	99.02	94.09	88.94
LDP-RGBFNet2026.01		82.56	81.65	89.73	99.33	95.45	89.74
SPSL2026.01		81.5	76.5	81.22	64.37	94.24	79.56
SSAT2026.01		80.73	77.57	81.09	99.02	89.2	85.52
RGB-LDPFNet2026.01		80.55	75.5	76.34	99.04	90.77	84.44
SRM2026.01		79.26	75.52	81.2	60.14	94.27	62.22
EfficientB42026.01		79.09	74.87	81.48	61.62	94.72	78.35
Capsule2026.01		79.09	74.72	68.41	64.65	90.78	75.53
FWA2026.01		78.97	66.8	74.03	55.51	85.39	72.14
FFD2026.01		78.4	74.35	80.24	60.56	94.5	77.61
CORE2026.01		77.98	74.28	80.18	60.32	94.12	77.38
Xception2026.01		77.94	73.65	81.63	62.49	93.79	77.9
UCF2026.01		77.93	75.27	80.74	64.62	95.28	78.77
F3Net2026.01		77.69	73.52	79.75	59.14	93.47	76.14
PFF2026.01		77.21	70.41	78.26	69.82	81.25	75.39
Recce2026.01		76.77	73.19	81.19	60.95	94.46	77.31
LDP-LDPFNet2026.01		76.76	74.99	75.37	99.15	89.71	83.19
Fairness2026.01		74.42	70.02	84.82	83.42	85.23	79.58
CNN-Aug2026.01		74.2	70.27	64.64	59.85	87.39	71.27
AVAD2026.01		73.82	70.89	68.92	71.2	89.1	74.79
MesoIncep2026.01		73.66	69.66	60.69	64.38	90.49	71.77
Meso42026.01		73.58	60.91	54.81	56.6	71.5	63.48
DF-Adapter2026.01		71.74	70.71	71.94	72.92	89.48	75.36
RGB-LDP Fusion-SSAT2026.01		71.7	76.59	75.51	98.07	93.11	82.99
MARLIN2026.01		71.4	70.3	68.5	66.71	81.5	71.68
X-ray2026.01		70.93	67.86	76.55	65.53	89.89	74.15
StyleGRU2026.01		62.5	60.51	72.2	90.7	81.45	73.47
LDP-RGBFNet2026.01		46.07	68.28	56.54	80.52	73.44	64.97