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Fake Video Detection on ViF-Bench

97.67CogX1.5

ReStraV

Updated 19d ago

Evaluation Results

Method	Links
ReStraV 2026.07		97.67	98.94	98.54	99.23	99.34	98.93	99.13	97.97	98.27	99.28	99.64	99.35	98.97	98.7	96.87	98.97	99.09	99.11	98.06	98.74
D3 2026.07		97.48	97.43	99.27	98.64	97.72	96.7	98.34	96.73	97.47	98.34	98.98	97.21	98.59	97.57	96.95	97.83	97.84	97.54	96.78	97.76
FTCN 2026.07		93.98	90.25	93.75	92.62	92.07	76.77	91.08	76.2	84.4	95.84	91.95	96.45	96.75	76.3	30.84	76.04	69.66	67.11	63.43	81.87
MINTIME 2026.07		93.84	93.86	92.67	94.54	97.19	82.96	94.29	85.92	92.3	96.9	96.6	97.08	97.97	85.77	30.39	85.57	82.25	78.74	74.16	87
SPLIT 2026.07		93.56	99.55	99.44	99.79	99.82	99.89	99.83	99.99	99.67	99.32	99.97	99.97	99.81	99.9	98.81	99.09	99.78	99.52	100	99.35
SPLIT 2026.07		91.92	97.97	96.95	98.99	99.49	99.49	100	100	98.68	97.66	100	100	100	99.44	95.71	96.97	98.98	98.48	100	98.46
ReStraV 2026.07		89.07	95.21	89.95	94.68	97.67	95.24	95.24	90.3	90.76	95.73	98.84	96.93	92.9	93.17	90.27	94.68	94.08	95.51	85.88	93.48
AIGVDet 2026.07		86.17	91.28	92.41	95.5	90.68	84.94	92.5	82.94	81.08	95.64	88.11	92.24	94.12	84.81	62.59	79.79	79.59	80.41	76.52	85.86
FID 2026.07		84.47	83.15	81.46	82.9	85.07	56.39	79.54	58.14	59.72	86.27	77.86	94.86	83.9	62.55	64.93	58.68	51.53	50.96	43.75	70.85
D3 2026.07		84.08	86.95	97.39	95.59	86.23	81.83	91.92	76.74	85.78	91.44	96.49	83.77	92.44	86.76	86.29	89.27	89.11	88.48	77.17	87.78
DeMamba 2026.07		81.83	87.77	85.42	91.27	89.24	75.63	87.34	81	78.8	92.6	87.19	82.1	91.35	80.76	46.17	77.06	72.37	73.18	70.9	80.63
NPR 2026.07		70.27	68.26	62.41	60.76	63.39	34.79	49.65	43.15	63.21	69.89	75.35	77.97	65.11	47.83	35.92	59.52	53.74	40.37	33.7	56.59
STIL 2026.07		70.19	64.06	71	68.9	70.06	51.71	62.84	60.92	48.56	60.56	60.42	67.13	66.16	52	51.81	47.55	43.9	43.95	41.52	58.07
FTCN 2026.07		65.72	64.27	69.21	68.56	67.15	31.91	63.07	25.2	46.48	80.87	66.51	80.77	80.08	30.19	2.42	27.85	23.69	23.35	16.43	49.14
MINTIME 2026.07		65.66	69.79	69.04	71.46	85.35	37.62	70.96	46.97	66.45	83.62	84.57	84.86	90.88	42.5	2.02	41.65	33.24	33.84	25.76	58.22
XCLIP 2026.07		64.25	76.32	81.15	83.13	75.5	55.99	81.15	64.12	59.42	81.1	74.2	62.99	81.99	63.21	39.86	58.17	55.4	53.06	48.35	66.28
FID 2026.07		58.67	51.4	40.41	55.88	54.94	23.77	42.14	15.15	27.13	57.97	37.53	81.22	50.07	16.98	14.87	22.38	20.64	20.57	14.92	37.19
AIGVDet 2026.07		47.35	62.66	70.92	78.39	61.51	43.32	65.49	37.44	31.67	80.8	46.09	64.17	71.85	39.35	3.56	29.51	27.14	30.63	21.12	48.05
TALL 2026.07		41.36	56.8	62.42	61.63	53.41	52.18	53.72	43.23	53.35	56.46	48.85	44.26	56.65	54.31	59.37	51.35	47.23	50.97	46.84	52.34
DeMamba 2026.07		35.93	47.47	38.35	56.48	46.75	23.89	46.26	29.36	28.21	64.7	40.42	31.81	60.06	31.71	8.39	22.55	19.86	21.76	19.76	35.46
XCLIP 2026.07		18.77	33.44	22.29	39.23	21.67	12.64	36.3	11.94	15.68	36.17	19.85	13.42	32.03	14.67	2.25	11.22	9.84	12.1	7.04	19.5
STIL 2026.07		11.96	12.94	32.14	18.15	18.2	6.22	15.08	10.39	4.91	10.75	11.08	9.64	13.65	8.96	7.54	5	4	6.02	3.25	11.05
NPR 2026.07		7.32	15.54	1.98	9.47	8.66	0.97	0	0	15.79	15.9	16.87	17.2	9.55	0	0.87	6.18	6.13	0.98	1.52	7.1
TALL 2026.07		2.8	6.25	5.29	3.91	3.96	9.31	7.17	1.57	10.66	3.64	2.63	0.99	4.5	3.33	12.99	11.45	6.49	10.83	8.52	6.12