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Deepfake Detection on P2V

95.38Precision (Real)

MesoNet

Updated 4d ago

Evaluation Results

Method
MesoNet 2026.01	95.38	9.12	16.64	96.09	99.98	98	96.06	96.09	94.51	98.08	5.93	-
CADD 2026.01	88.89	56.08	68.77	98.07	99.69	98.87	97.67	97.82	97.58	97.27	8.55	-
CADD 2026.01	83.6	53.48	65.23	97.95	99.53	98.73	97.34	97.56	97.3	97.38	8.54	-
CADD 2026.01	82.54	83.87	83.2	99.28	99.21	99.24	98.56	98.55	98.56	98.86	4.86	-
LCNN 2026.01	68.85	71.52	70.16	98.72	98.55	98.64	97.44	97.4	97.42	96.35	9.62	-
CADD 2026.01	67.53	92.06	77.91	99.64	98.02	98.82	98.26	97.76	97.93	99.2	4.05	-
CADD 2026.01	59.7	82.84	69.39	99.22	97.5	98.35	97.53	96.87	97.11	97.84	6.44	-
CADD 2026.01	55.81	2.03	3.92	97.09	99.95	98.5	95.86	97.04	95.69	64.81	40.02	0.985
RandomForest 2026.01	53.63	1.73	3.36	97.08	99.95	98.5	95.79	97.04	95.67	64.85	40.08	-
CADD 2026.01	51.6	73.38	60.6	98.79	96.92	97.84	96.77	95.91	96.25	96.13	10.89	-
CADD 2026.01	50	1.73	3.35	97.08	99.95	98.49	95.68	97.03	95.67	64.46	40.02	0.985
CADD 2026.01	48.64	53.43	50.92	97.91	97.48	97.69	95.8	95.59	95.69	93.32	14.61	-
RawNet3 2026.01	46.64	70.34	56.09	98.64	96.4	97.51	96.42	95.28	95.73	92.72	12.18	-
CADD 2026.01	45.14	86.23	59.26	99.36	95.31	97.29	97.04	94.92	95.66	94.89	10.66	-
CADD 2026.01	43.8	1.49	2.89	97.07	99.94	98.49	95.49	97.02	95.65	64.56	39.73	0.985
CADD 2026.01	32.01	88.68	47.04	99.45	91.57	95.35	96.56	91.45	93.28	95.84	10	-
CADD 2026.01	27.87	79.8	41.31	99.01	90.76	94.71	95.97	90.29	92.42	93.6	13.15	-
SpecRNet 2026.01	24.04	83.58	37.34	99.17	88.18	93.36	95.96	87.99	90.96	93.23	13.49	-
CADD 2026.01	23.24	21.86	22.53	97.61	97.79	97.7	95.41	95.54	95.47	73.5	34.77	0.985
SVC 2026.01	23.06	21.33	22.16	97.6	97.82	97.71	95.39	95.55	95.47	73.42	34.77	-
CADD 2026.01	23.06	21.86	22.45	97.61	97.77	97.69	95.4	95.52	95.46	73.53	34.77	0.985
CADD 2026.01	22.82	21.15	21.95	97.59	97.81	97.7	95.37	95.54	95.45	73.42	35.13	0.985
CADD 2026.01	22.08	22.04	22.06	97.62	97.62	97.62	95.37	95.38	95.38	69.93	36.38	0.708
CADD 2026.01	21.88	21.33	21.6	97.6	97.67	97.63	95.35	95.4	95.38	69.48	37.1	-
XGBoost 2026.01	20.63	22.22	21.4	97.61	97.38	97.5	95.33	95.15	95.24	69.98	36.02	-
CADD 2026.01	19.67	1.18	2.22	95.76	99.79	97.73	92.5	95.56	93.64	74.71	31.13	-
CADD 2026.01	18.62	18.82	18.72	97.52	97.48	97.5	95.17	95.15	95.16	69.89	35.3	0.016
CADD 2026.01	13.69	91.76	23.83	99.51	74.12	84.96	95.83	74.87	82.34	92.32	15.72	-
CADD 2026.01	5.81	45.34	10.3	97.89	77.51	86.52	95.15	76.56	84.25	63.73	42.65	0.985
CADD 2026.01	5.81	45.34	10.3	97.89	77.51	86.52	95.15	76.56	84.25	63.68	42.65	0.985
CADD 2026.01	5.79	45.34	10.27	97.89	77.45	86.47	95.15	76.49	84.21	63.53	42.83	0.985
LR 2026.01	5.77	45.34	10.23	97.88	77.34	86.4	95.15	76.39	84.14	63.48	42.83	-