Fake Video Detection on ViF-Bench cross-real threshold transfer FPR=1% benchmark leaderboard · SOTA2 Research

Fake Video Detection on ViF-Bench cross-real threshold transfer FPR=1%

95.08Overall Fake RecallSPLIT

Evaluation Results

Method	Links
SPLIT2026.07		95.08	89.9	94.15	88.73	95.39	98.22	98.99	94.38	99.75	96.03	89.69	99.71	99.46	94.62	98.05	82.07	94.68	95.41	97.22	100
ReStraV2026.07		77.52	67.33	81.69	73.31	81.79	85.55	74.93	82.84	68.94	72.63	82.48	90.28	84.73	75.87	73.53	69.69	75.08	83.09	84.7	64.38
D32026.07		46.77	50.72	39.62	78.53	58.02	43.63	34.65	53.96	34.28	40.88	48.23	70.41	34.86	62.47	46.13	44.36	37.75	44.96	38.8	26.38
AIGVDet2026.07		38.85	36.24	50.5	58.37	70.71	46.01	36.55	55.07	29.8	24.7	66.69	33.88	52.47	63.52	32.36	2.64	21.89	18.27	24.57	13.93
MINTIME2026.07		34.94	47.85	42.25	42.86	47.25	57.36	12.48	44.96	20.38	35.61	58.45	54.97	59.34	65.82	20.53	0	16.53	12.7	13.34	11.22
FTCN2026.07		34.75	42.77	47.2	54.46	53.56	42.8	16.46	45.86	11.76	30.83	67.01	48.61	61.03	66.48	12.59	0.51	17.31	14.76	16.32	9.88
FID2026.07		20.73	39.25	27.53	15.07	34.79	29.2	14.7	17.61	6.06	18.95	31.97	16.92	57.79	24.86	6.31	6.33	12.8	10.31	14.54	8.79
DeMamba2026.07		15.13	13.3	23.91	6.04	29.03	20.83	8.06	23.53	10.33	14.76	37.59	16.42	9.66	28.04	12.7	1.68	8.29	8.23	9.34	5.66
XCLIP2026.07		6.05	4.79	12.67	2.26	16.89	6.81	4.04	14.13	3.54	6.09	14.32	2.29	3.78	7.14	3.89	0.51	4.55	2.77	4.04	0.51
STIL2026.07		3.53	2.95	3.79	15.77	5.27	5.2	1.01	7.07	3.25	1.32	4.21	2.14	1.3	3.55	1.67	2.69	1.9	1.36	1.9	0.68
NPR2026.07		1.23	0.99	1.96	0.97	0	0	0	0	0	1.28	2.24	4.25	6.69	2.08	0	0	1.89	0.97	0	0
TALL2026.07		1.14	1.73	0.89	0.68	1.01	1.21	2.13	0.89	0	2.96	0	0	0	0.55	0.84	0.95	3.65	0.82	2.5	0.93