Deepfake Detection on P2V benchmark leaderboard · SOTA2 Research

Deepfake Detection on P2V

95.38Precision (Real)MesoNet

Evaluation Results

Method	Links
MesoNet2026.01		95.38	9.12	16.64	96.09	99.98	98	96.06	96.09	94.51	98.08	5.93	—
CADD2026.01		88.89	56.08	68.77	98.07	99.69	98.87	97.67	97.82	97.58	97.27	8.55	—
CADD2026.01		83.6	53.48	65.23	97.95	99.53	98.73	97.34	97.56	97.3	97.38	8.54	—
CADD2026.01		82.54	83.87	83.2	99.28	99.21	99.24	98.56	98.55	98.56	98.86	4.86	—
LCNN2026.01		68.85	71.52	70.16	98.72	98.55	98.64	97.44	97.4	97.42	96.35	9.62	—
CADD2026.01		67.53	92.06	77.91	99.64	98.02	98.82	98.26	97.76	97.93	99.2	4.05	—
CADD2026.01		59.7	82.84	69.39	99.22	97.5	98.35	97.53	96.87	97.11	97.84	6.44	—
CADD2026.01		55.81	2.03	3.92	97.09	99.95	98.5	95.86	97.04	95.69	64.81	40.02	0.985
RandomForest2026.01		53.63	1.73	3.36	97.08	99.95	98.5	95.79	97.04	95.67	64.85	40.08	—
CADD2026.01		51.6	73.38	60.6	98.79	96.92	97.84	96.77	95.91	96.25	96.13	10.89	—
CADD2026.01		50	1.73	3.35	97.08	99.95	98.49	95.68	97.03	95.67	64.46	40.02	0.985
CADD2026.01		48.64	53.43	50.92	97.91	97.48	97.69	95.8	95.59	95.69	93.32	14.61	—
RawNet32026.01		46.64	70.34	56.09	98.64	96.4	97.51	96.42	95.28	95.73	92.72	12.18	—
CADD2026.01		45.14	86.23	59.26	99.36	95.31	97.29	97.04	94.92	95.66	94.89	10.66	—
CADD2026.01		43.8	1.49	2.89	97.07	99.94	98.49	95.49	97.02	95.65	64.56	39.73	0.985
CADD2026.01		32.01	88.68	47.04	99.45	91.57	95.35	96.56	91.45	93.28	95.84	10	—
CADD2026.01		27.87	79.8	41.31	99.01	90.76	94.71	95.97	90.29	92.42	93.6	13.15	—
SpecRNet2026.01		24.04	83.58	37.34	99.17	88.18	93.36	95.96	87.99	90.96	93.23	13.49	—
CADD2026.01		23.24	21.86	22.53	97.61	97.79	97.7	95.41	95.54	95.47	73.5	34.77	0.985
SVC2026.01		23.06	21.33	22.16	97.6	97.82	97.71	95.39	95.55	95.47	73.42	34.77	—
CADD2026.01		23.06	21.86	22.45	97.61	97.77	97.69	95.4	95.52	95.46	73.53	34.77	0.985
CADD2026.01		22.82	21.15	21.95	97.59	97.81	97.7	95.37	95.54	95.45	73.42	35.13	0.985
CADD2026.01		22.08	22.04	22.06	97.62	97.62	97.62	95.37	95.38	95.38	69.93	36.38	0.708
CADD2026.01		21.88	21.33	21.6	97.6	97.67	97.63	95.35	95.4	95.38	69.48	37.1	—
XGBoost2026.01		20.63	22.22	21.4	97.61	97.38	97.5	95.33	95.15	95.24	69.98	36.02	—
CADD2026.01		19.67	1.18	2.22	95.76	99.79	97.73	92.5	95.56	93.64	74.71	31.13	—
CADD2026.01		18.62	18.82	18.72	97.52	97.48	97.5	95.17	95.15	95.16	69.89	35.3	0.016
CADD2026.01		13.69	91.76	23.83	99.51	74.12	84.96	95.83	74.87	82.34	92.32	15.72	—
CADD2026.01		5.81	45.34	10.3	97.89	77.51	86.52	95.15	76.56	84.25	63.73	42.65	0.985
CADD2026.01		5.81	45.34	10.3	97.89	77.51	86.52	95.15	76.56	84.25	63.68	42.65	0.985
CADD2026.01		5.79	45.34	10.27	97.89	77.45	86.47	95.15	76.49	84.21	63.53	42.83	0.985
LR2026.01		5.77	45.34	10.23	97.88	77.34	86.4	95.15	76.39	84.14	63.48	42.83	—