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PPA Model Inversion Attack on FaceScrub (224x224, private) + FFHQ (public) (test)

98.02Accuracy

MIDRE(0.1,0.4)

Updated 1d ago

Evaluation Results

Method	Links
MIDRE(0.1,0.4) 2024.09		98.02	43.58	139.01	0.81	-
MIDRE(0.1,0.4) 2024.09		97.9	42.44	139.66	0.82	-
MIDRE(0.1, 0.4) 2024.09		97.28	48.16	131.72	0.8	-
MIDRE(0.1,0.8) 2024.09		95.47	15.97	155.61	0.95	-
NoDef 2024.09		95.43	86.51	113.03	0.73	-
MIDRE(0.1,0.8) 2024.09		95.15	15.47	155.8	0.96	-
NoDef 2024.09		94.86	83	128.6	0.76	-
NLS(-0.05) 2024.09		94.79	33.14	130.94	0.9	712.29
NoDef 2024.09		94.22	88.67	123.85	0.74	-
TTS 2024.09		94.16	77.26	-	-	8.2
TTS 2024.09		93.97	73.59	-	-	8.85
SSF 2024.09		93.79	70.71	-	-	9.63
SSF 2024.09		93.79	71.06	-	-	11.16
MIDRE(0.1,0.8) 2024.09		93.33	13.89	154.79	0.97	84.02
RoLSS 2024.09		93	64.98	-	-	8.86
MID 2024.09		92.7	82.08	122.96	0.76	0.43
RoLSS 2024.09		92.4	58.68	-	-	9.89
BiDO 2024.09		91.8	58.14	147.28	0.87	7.82
MID 2024.09		91.56	66.18	137.18	0.86	5.25
NLS 2024.09		91.5	14.34	-	1.23	18.36
DP 2024.09		91.36	74.88	131.38	0.82	2.32
BiDO 2024.09		91.33	76.56	127.86	0.75	4.54
MID 2024.09		91.15	65.47	137.75	0.87	7.56
TL-DMI 2024.09		91.12	22.36	-	-	21.39
BiDO 2024.09		90.31	67.07	139.15	0.84	3.5
TL-DMI 2024.09		90.1	31.82	-	-	10.75
DP 2024.09		89.8	75.26	130.41	0.82	3.03