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Video Deepfake Detection on ViF-Bench cross-real threshold transfer

84.77CogX1.5 Score

SPLIT

Updated 18d ago

Evaluation Results

Method	Links
SPLIT 2026.07		84.77	80.6	73.98	73.79	92.05	93.37	80.71	96.66	87.38	70.53	93.23	97.01	71.42	91.7	61.58	82.38	83.09	92.64	98.98	84.52
AIGVDet 2026.07		21.04	27.76	46.82	57.24	28.51	24.69	42.14	16.32	11.47	50.35	18.29	31.32	47.51	18.66	0.92	13.3	10.39	15.2	6.13	25.69
FTCN 2026.07		18.61	24.57	14.07	23.43	16.39	6.17	16.72	1.68	16.81	42.84	22.26	28.46	39.23	3.45	0	7.84	4.02	4.71	2.5	15.46
ReStraV 2026.07		17.35	36.31	23.22	42.81	36.97	28.47	35.59	20.63	25.08	48	51.7	45.72	34.63	19.95	32.32	34.25	48.16	46.94	16.58	33.93
D3 2026.07		14.32	0	2.01	0	0	0	0	0	0	0	1.13	0	0	0	1.01	0	0	0	0	0.97
MINTIME 2026.07		11.1	10.71	7.44	10.66	15.38	2.95	10.88	2.96	9.25	19.58	9.39	17.86	14.29	2.71	0	3.65	2.13	0.81	0.85	8.03
FID 2026.07		10.59	5.89	0.96	6.09	9.84	0.97	3.91	0.91	10.21	5.88	1.07	21.54	4.63	0.93	0	5.1	2.39	7.41	0.93	5.22
STIL 2026.07		2.02	3.05	5.58	3.54	3.03	0.51	6.57	1.52	1.32	3.51	1.71	1.08	2.21	1.11	1.01	1.52	0.51	1.01	0	2.15
DeMamba 2026.07		1.73	7.41	0.76	3.52	5.37	1.44	5.31	2.69	4.85	9.93	2.85	1.62	5.87	1.67	0.68	1.62	1.53	2.34	1.44	3.3
XCLIP 2026.07		1.21	2.71	0	3.37	0	0.51	2.42	0	0	2.63	0.57	0	0.55	0	0	1.01	0	0	0	0.79
NPR 2026.07		0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0
TALL 2026.07		0	0.51	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0.51	0.05