Deepfake detection on SYN (test) benchmark leaderboard · SOTA2 Research

Deepfake detection on SYN (test)

100Precision (Real)CADD(T)

Evaluation Results

Method	Links
CADD(T)2026.01		100	95.08	97.48	96.91	100	98.43	98.12	98.06	98.06	99.9	1.64
CADD(C)2026.01		100	91.8	95.73	94.95	100	97.41	96.94	96.77	96.75	96.53	6.56
CADD(C)2026.01		100	91.8	95.73	94.95	100	97.41	96.94	96.77	96.75	97.59	6.56
CADD(T+C)2026.01		100	91.8	95.73	94.95	100	97.41	96.94	96.77	96.75	98.85	6.56
CADD(C)2026.01		100	91.8	95.73	94.95	100	97.41	96.94	96.77	96.75	96.77	7.65
CADD(T+C)2026.01		100	89.07	94.22	93.38	100	96.58	95.99	95.7	95.65	97.46	7.65
CADD(C)2026.01		98.87	96.17	97.5	97.57	99.29	98.42	98.08	98.06	98.06	99.78	2.13
CADD(T+C)2026.01		98.85	92.9	95.77	95.57	99.29	97.39	96.86	96.77	96.75	98.17	4.26
CADD(T+C)2026.01		98.39	96.72	97.53	97.89	98.94	98.41	98.09	98.06	98.06	99.23	0.71
CADD(T+C)2026.01		98.36	96.72	97.52	97.91	98.94	98.41	98.08	98.06	98.06	99.87	2.48
CADD(T)2026.01		98.36	98.36	98.36	98.94	98.94	98.94	98.71	98.71	98.71	99.88	1.64
CADD(T)2026.01		98.32	96.17	97.23	97.57	98.94	98.24	97.87	97.85	97.84	99.8	3.28
LR2026.01		98.31	95.08	96.67	96.88	98.94	97.89	97.44	97.42	97.41	99.35	4.92
SpecRNet2026.01		98.3	92.9	95.51	95.55	98.94	97.21	96.63	96.56	96.54	99.05	3.55
RF2026.01		97.07	83.61	89.67	90.33	98.23	94.07	92.98	92.47	92.34	98.51	7.65
CADD(T)2026.01		96.83	100	98.39	100	97.87	98.92	98.75	98.71	98.71	99.79	0
CADD(T+C)2026.01		96.67	95.08	95.87	96.84	97.87	97.35	96.77	96.77	96.77	98.43	3.28
LCNN2026.01		96.62	92.35	94.4	95.21	97.87	96.51	95.77	95.7	95.68	99.15	4.61
CADD(T+C)2026.01		95	93.44	94.21	95.79	96.81	96.3	95.48	95.48	95.48	99.2	4.92
RawNet32026.01		94.07	93.44	93.71	95.78	96.1	95.92	95.11	95.05	95.05	98.74	3.55
CADD(T)2026.01		93.68	97.27	95.44	98.18	95.74	96.95	96.41	96.34	96.36	99.47	3.9
CADD(C)2026.01		93.33	91.8	92.56	94.74	95.74	95.24	94.18	94.19	94.18	98.95	8.2
SVC2026.01		93.22	90.16	91.67	93.75	95.74	94.74	93.54	93.55	93.53	99.39	6.56
CADD(T+C)2026.01		93.06	93.99	93.32	96.14	95.04	95.49	94.93	94.62	94.64	98.45	6.03
XGBoost2026.01		91.94	93.44	92.68	95.7	94.68	95.19	94.22	94.19	94.2	98.57	4.92
CADD(C)2026.01		91.37	96.72	93.94	97.78	93.97	95.82	95.26	95.05	95.08	98.37	3.55
CADD(T)2026.01		91.35	97.81	94.47	98.51	93.97	96.18	95.69	95.48	95.51	99.26	3.19
CADD(C)2026.01		88.09	91.8	89.86	94.55	91.84	93.15	92.01	91.83	91.86	96.48	6.38
MesoNet2026.01		88.02	91.8	89.86	94.51	91.84	93.15	91.96	91.83	91.86	97.19	6.74
CADD(T)2026.01		87.35	93.99	90.53	95.9	91.13	93.45	92.54	92.26	92.3	98.37	6.74
CADD(C)2026.01		87.34	87.98	87.5	92.01	91.13	91.5	90.17	89.89	89.93	94.8	9.93
CADD(T)2026.01		80.34	95.08	86.15	96.88	82.27	88.04	90.37	87.31	87.3	98.54	7.45