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AI-Generated Video Detection on VidProM

99.24AUC (MS)

DeMamba

Updated 1mo ago

Evaluation Results

Method
DeMamba 2026.05	99.24	48	86.95	33.94	98.47	98.38	77.5
ReStraV 2026.04	97.96	97.53	99.87	68.44	28.6	73.79	77.7
ReStraV 2026.05	97.96	97.53	99.87	68.44	28.6	73.79	77.7
ReStraV 2026.05	96.99	97.2	99.85	63.96	39.63	69.14	77.8
FID 2026.05	91.35	87.68	99.59	97.87	68.51	85.92	88.49
ATSS 2026.04	91.05	97.56	99.44	76.2	97.2	99.25	93.45
FID 2026.04	89.86	87.36	99.62	98.1	67.01	85.65	87.93
FID 2026.05	89.86	87.36	99.62	98.1	67.01	85.65	87.93
DeCoF 2026.04	89.18	86.98	99.56	80.14	93.85	96.94	90.77
DeCoF 2026.05	89.18	86.98	99.56	80.14	93.85	96.94	90.77
CMTA 2026.05	88.15	94.16	98.71	97.14	98.79	98.19	95.86
DeCoF 2026.05	87.93	85.42	99.56	76.27	93.72	96.75	90.11
D3 2026.05	87.61	90.73	93.17	81	61.93	93.97	84.73
D3 2026.04	87.21	91.29	92.24	79.74	56.31	92.77	83.26
D3 2026.05	87.21	91.29	92.24	79.74	56.31	92.77	83.26
NPR 2026.05	87.04	89.85	99.98	89.88	88.93	70.79	87.75
CMTA 2026.05	86.19	91.06	97.58	95.94	98.14	97.17	94.35
NPR 2026.04	82.61	98.56	99.84	98.92	93.32	56.7	88.33
NPR 2026.05	82.61	98.56	99.84	98.92	93.32	56.7	88.33
X-CLIP 2026.05	82.24	93.47	95.8	86.42	70.92	91.6	88.05
X-CLIP 2026.04	80.59	93.02	95.85	87.47	75.86	91.24	87.34
X-CLIP 2026.05	80.59	93.02	95.85	87.47	75.86	91.24	87.34
MINTIME 2026.04	79.4	88.99	94.81	54.21	70.92	88.96	79.55
MINTIME 2026.05	79.4	88.99	94.81	54.21	70.92	88.96	79.55
MINTIME 2026.05	76.09	88.32	94.19	50.03	65.06	86.77	76.74
FTCN 2026.05	74.65	90.05	94.26	83.53	46.25	87.27	79.33
NSG-VD 2026.05	74.65	90.05	94.26	83.53	46.25	87.27	79.33
FTCN 2026.04	70.98	90.76	95.23	87.81	50.7	88.43	80.65
NSG-VD 2026.04	70.98	90.76	95.23	87.81	50.7	88.43	80.65
FTCN 2026.05	70.98	90.76	95.23	87.81	50.7	88.43	80.65
NSG-VD 2026.05	70.98	90.76	95.23	87.81	50.7	88.43	80.65
AIGVDet 2026.05	63.33	62.12	66.07	55.46	63.49	52.15	60.44
AIGVDet 2026.04	60.11	45.27	48.75	34.14	59.96	46.21	49.07
AIGVDet 2026.05	60.11	45.27	48.75	34.14	59.96	46.21	49.07
DeMamba 2026.04	54.44	84.02	99.29	84.94	76.34	78.61	79.61
DeMamba 2026.05	54.44	84.02	99.29	84.94	76.34	78.61	79.61
TALL 2026.05	50.93	54.5	63.47	51.5	60.99	59.7	56.85
TALL 2026.04	45.29	56.39	66.91	50.31	57.8	53.48	55.03
TALL 2026.05	45.29	56.39	66.91	50.31	57.8	53.48	55.03
STIL 2026.05	43.68	63.15	95.28	55.46	48.68	61.49	61.29
STIL 2026.04	41.05	72.01	97.42	67.12	47.66	67.98	65.54
STIL 2026.05	41.05	72.01	97.42	67.12	47.66	67.98	65.54