Face Forgery Detection on FaceForensics++ (test) benchmark leaderboard · SOTA2 Research

Face Forgery Detection on FaceForensics++ (test)

100AUC (DF)SOLA -weakly sup

Evaluation Results

Method	Links
SOLA -weakly sup2022.09		100	97.29	63.59	98.45	89.83
SOLA -sup2022.09		100	96.95	69.72	98.48	91.28
AV DFD2022.01		100	99.8	90.5	98.3	—
RealForensics2022.01		100	99.7	97.1	99.2	—
SOLA -weakly sup2022.09		99.95	94.83	57.32	99.82	87.97
FTCN2022.01		99.9	99.7	99.9	99.2	—
FTCN2021.08		99.9	99.7	99.9	99.2	99.7
SOLA -sup2022.09		99.73	99.56	93.5	96.02	97.2
LipForensics2022.01		99.7	99.7	90.1	99.1	—
LipForensics2021.08		99.7	99.7	90.1	99.1	97.1
SOLA -sup2022.09		99.64	97.69	90.2	99.76	96.82
SOLA -weakly sup2022.09		99.61	99.67	84.24	97.48	95.25
Face X-ray2022.01		99.5	94.5	93.2	92.5	—
Face X-ray2021.08		99.5	94.5	93.2	92.5	94.9
Xception2022.09		99.38	75.05	49.13	80.39	75.99
Face X-ray2022.09		99.17	94.14	75.34	93.85	90.63
Face X-ray2022.09		99.14	98.43	70.56	98.93	91.77
SOLA -sup2022.09		99.11	98.13	99.98	92.07	97.32
CSN2022.01		98.8	98.7	87.9	88.6	—
Face X-ray2022.09		98.52	99.06	72.69	91.49	90.44
CNN-GRU2022.01		97.6	85.8	47.6	86.6	—
CNN-GRU2021.08		97.6	85.8	47.6	86.6	79.4
Patch-based2022.01		94	87.3	60.5	84.8	—
PatchForensics2021.08		94	87.3	60.5	84.8	81.7
Xception2022.01		93.9	86.8	51.2	79.7	—
Xception2021.08		93.9	86.8	51.2	79.7	77.9
Face X-ray2022.09		93.77	92.29	99.2	86.63	92.97
SOLA -weakly sup2022.09		93.18	97.59	100	94.93	96.43
Xception2022.09		93.09	84.82	47.98	99.5	81.35
LipForensics-Scratch2021.08		93	98.8	56.7	98.3	86.7
Xception2022.09		87.56	99.53	65.23	65.9	79.56
CNN-aug2022.01		87.5	80.1	56.3	67.8	—
CNN-aug2021.08		87.5	80.1	56.3	67.8	72.9
Xception2022.09		70.12	61.7	99.36	68.71	74.97