AI-Generated Video Detection on VideoPhy

94.28CVX AUCCMTA

Evaluation results

Method
CMTA2026.05	94.28	89.64	100	97.19	97.84	91.24	93.97	97.75	98.66	94.82	95.54
FID2026.04	93.37	91.72	97.62	98.11	96.03	86.03	99.59	95.81	95.68	89.38	94.33
FID2026.05	93.34	91.41	97.5	98.35	96.51	87.9	99.55	95.66	96.03	90.6	94.69
D32026.05	90.23	93.94	96.25	94.88	82.22	92.38	93.21	95.6	92.5	92.52	92.37
D32026.04	90.05	93.51	95.56	94.34	84.26	91.9	92.02	95.09	91.68	90.91	91.93
ATSS2026.04	89.13	97.64	94.48	97.46	89.8	90.11	99.09	98.48	98.87	98.39	95.34
X-CLIP2026.04	88.99	84.84	78.57	93.35	76.51	92.68	96.22	84.92	86.27	88.06	86.88
X-CLIP2026.05	87.35	83.72	75.54	92.09	79.52	90.44	96.13	85.26	85.35	88.88	86.66
MINTIME2026.05	85.27	85.96	77.6	84.12	79.16	90.64	92.86	79.01	83.83	86.34	84.48
MINTIME2026.04	85.08	87.24	82.06	86.32	76.29	89.92	93.61	80.36	85.09	89.3	85.53
NPR2026.05	81.37	81.99	99.86	99.9	63.72	88.78	99.91	99.54	60.21	78.23	85.35
FTCN2026.04	80.91	81.01	70.2	95.21	72.88	76.37	95.9	87.07	86.53	74.88	82.1
NSG-VD2026.04	80.91	81.01	70.2	95.21	72.88	76.37	95.9	87.07	86.53	74.88	82.1
AIGVDet2026.04	78.13	67.05	68.4	75.87	71.25	69.57	97.83	72.87	81.36	77.15	75.95
ReStraV2026.04	78.09	65.21	98.83	99.94	98.91	99.65	100	41.02	99.44	99.01	88.01
FTCN2026.05	74.24	74.83	67.98	93.99	69.16	66.95	93.94	82.81	83.39	75.64	78.29
NSG-VD2026.05	74.24	74.83	67.98	93.99	69.16	66.95	93.94	82.81	83.39	75.64	78.29
ReStraV2026.05	72.57	61.39	99.09	99.95	98.61	99.57	100	45.01	99.42	98.55	87.42
NPR2026.04	72.1	73.6	99.7	99.8	42.9	83.5	99.8	99.5	47.2	52.9	77.1
STIL2026.04	71.73	73.94	73.01	80.75	68.66	63.42	98.47	77.82	75.18	55.85	73.88
STIL2026.05	66.43	69.61	65.31	69.63	63.68	61.94	97.07	67.51	67.54	58.56	68.73
AIGVDet2026.05	63.15	58.95	59.27	61.55	61.06	59.07	92.96	53.73	58.22	63.11	63.11
DeMamba2026.04	59.65	61.44	98.42	99.64	63.66	51.32	99.19	97.72	63.57	46.56	74.12
DeCoF2026.04	53.29	60.92	96.21	98.64	82.43	64.9	99.1	92.99	84.98	63.71	79.72
TALL2026.05	39.59	50.72	62.36	70.78	40.4	37.3	62.69	52.62	52.66	50.66	51.98
TALL2026.04	30.05	46.36	56.54	64.8	32.94	24.82	63.65	45.4	42.48	39.44	44.65
DeMamba2026.05	22.1	15.96	72.52	92.92	50	94.7	45.47	91.59	90.15	73.64	64.91
DeCoF2026.05	14.35	17.1	79.2	88.81	42.72	19.92	95.01	59.68	46.13	21.59	48.45