Model Inversion Defense on Face.evoLVe benchmark leaderboard · SOTA2 Research

Model Inversion Defense on Face.evoLVe

88.5AccuracyNo Defense

Evaluation Results

Method	Links
No Defense2024.11		88.5	24	44.22	1,712.33	27.52
No Defense2024.11		88.5	76.88	94.42	1,290.48	16.24
No Defense2024.11		88.5	84.24	96	1,298.44	40.94
No Defense2024.11		88.5	89.82	99.1	1,221.43	33.22
No Defense2024.11		88.5	99.62	99.94	1,076.28	16.57
BiDO2024.11		88.07	14.56	34.02	1,809.92	33.63
BiDO2024.11		88.07	63.48	86.92	1,317.48	17.71
BiDO2024.11		88.07	83.76	96.6	1,262.28	41.73
BiDO2024.11		88.07	86.28	97.9	1,178.54	22.44
BiDO2024.11		88.07	99.68	99.92	991.42	19.46
Trap-MID2024.11		86.04	0.06	0.52	2,471.01	180.65
Trap-MID2024.11		86.04	0.42	1.4	2,303.75	98.05
Trap-MID2024.11		86.04	45.36	71.1	1,554.08	41.14
Trap-MID2024.11		86.04	62.24	87.2	1,383.58	23.88
Trap-MID2024.11		86.04	4.8	12.86	1,971.5	47.46
NegLS2024.11		84.68	8.94	24.08	1,774.46	33.82
NegLS2024.11		84.68	49.08	77.96	1,413.04	25.7
NegLS2024.11		84.68	67.34	87.4	1,302.95	38.68
NegLS2024.11		84.68	92.16	99.1	1,155.51	34.28
NegLS2024.11		84.68	97.3	99.74	1,430.69	95.85
MID2024.11		83.82	18.02	36.52	1,774.98	28.82
MID2024.11		83.82	73.7	92.34	1,295.08	19.27
MID2024.11		83.82	71.06	90	1,381.04	40.52
MID2024.11		83.82	83.58	97.1	1,221.44	22.76
MID2024.11		83.82	97.84	99.58	1,051.97	13.29