Deepfake Detection on Celeb-DF (Subgroup Analysis) benchmark leaderboard · SOTA2 Research

Deepfake Detection on Celeb-DF (Subgroup Analysis)

1.18Gender FFPRSRM

Evaluation Results

Method	Links
SRM2025.11		1.18	10.9	61.66	31.58	10.42	51.73	23.81	16.75	57.34	73.21
RSEF-FDD2025.11		1.94	35.63	68.92	17.4	27.48	67.8	24.17	27.73	62.56	74.36
RSEF-FDD2025.11		1.94	35.63	68.92	17.4	27.48	67.8	24.17	27.73	62.56	74.36
CORE2025.11		5.05	15.52	67.51	17.78	20.97	69.86	30.04	27.4	62.87	70.03
UCF2025.11		5.7	27.82	65.23	36.72	21.27	66.41	51.71	26	63.52	73.21
Ours2025.11		6.41	10.81	69.68	16.6	7.29	69.96	23.32	12.01	63.27	76.75
Ours2025.11		6.41	10.81	69.68	16.6	7.29	69.96	23.32	12.01	63.27	76.75
Xception2025.11		6.93	20.23	60.94	23.44	17.89	61.21	27.38	18.72	61.22	69.18
Ori2025.11		6.93	20.23	60.94	23.44	17.89	61.21	27.38	18.72	61.22	69.18
PFGDFD2025.11		7.95	16.29	69.47	23.99	12.47	67.78	23.71	13.3	62.63	74.24
PG-FDD2025.11		7.95	16.29	69.47	23.99	12.47	67.78	23.71	13.3	62.63	74.24
Fairadapter2025.11		8.59	26.84	56.84	46.14	36.35	58.34	47.03	35.69	54.77	64.94
Fairadapter2025.11		8.59	26.84	56.84	46.14	36.35	58.34	47.03	35.69	54.77	64.94
DAG2025.11		8.7	14.25	66.23	19.44	13.26	62.61	23.6	13.8	63.08	72.29
DAG-FDD2025.11		8.7	14.25	66.23	19.44	13.26	62.61	23.6	13.8	63.08	72.29
DAW2025.11		8.71	12.73	68.31	14.76	7.8	66.47	24.75	13.78	59.24	74.09
DAW-FDD2025.11		8.71	12.73	68.31	14.76	7.8	66.47	24.75	13.78	59.24	74.09
FFD2025.11		9.19	12.84	65.01	17.55	22.72	66.12	30.52	38.39	62.63	74.22
F3Net2025.11		9.24	13.62	63.77	16.8	19.84	61.35	27.9	29.26	62.44	76.7
RECCE2025.11		13.27	14.69	61.27	28.41	26.26	59.4	31.69	39.04	62.24	73.96
SPSL2025.11		15.52	22.16	64.51	17.49	20.01	63.63	33.32	30.17	61.31	75.58
Capsule2025.11		20.74	12.55	68.92	34.69	34.26	60.61	62.46	52.04	61.67	72.47