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Face Verification on LFW (Error Gap Analysis)

13.82EO Gap (0.1%)

FairCal

Updated 1mo ago

Evaluation Results

Method
FairCal 2026.06	13.82	13.57	1.41	4	48.37	48.59
FairCal 2026.06	13.82	13.57	1.41	4	48.37	48.59
Baseline 2026.06	14.18	13.57	1.43	3.66	48.42	48.52
FALCON 2026.06	14.18	13.57	1.43	3.66	48.42	48.52
FRAPPE 2026.06	14.18	13.57	1.43	3.66	48.42	48.52
Oracle 2026.06	14.18	13.57	1.43	3.66	48.42	48.52
GST 2026.06	14.18	13.57	1.43	3.66	48.42	48.52
DemoNorm 2026.06	14.18	13.57	1.43	3.66	48.42	48.52
AC-Linear 2026.06	14.18	13.57	1.43	4.24	48.42	48.17
AC-Ridge 2026.06	14.18	13.93	1.47	5.1	48.42	46.17
Baseline 2026.06	14.18	13.57	1.43	3.66	48.42	48.52
FALCON 2026.06	14.18	13.57	1.43	3.66	48.42	48.52
DemoNorm 2026.06	14.18	13.57	1.43	3.92	48.42	48.52
AC-Linear 2026.06	14.18	13.57	1.43	4.24	48.42	48.17
FSN 2026.06	15.01	13.94	1.57	3.96	48.21	48.16
FSN 2026.06	15.01	13.94	1.57	3.96	48.21	48.16
Oracle 2026.06	17.64	14.18	4.46	7.75	48.7	49.44
FRAPPE 2026.06	19.43	14.23	2.86	5.31	48.76	49.45
DemoNorm 2026.06	20.41	15.54	2.14	6.28	44.21	47.86
Baseline 2026.06	22.17	19.36	2.14	5.08	43.5	47.84
FALCON 2026.06	22.86	19.36	2.14	5.08	42.95	47.93
Oracle 2026.06	23.23	19.03	2.94	5.13	45.21	47.8
AC-Linear 2026.06	23.52	15.55	1.91	3.22	41.2	48.76
FairCal 2026.06	24.58	21.68	2.33	4.78	40.67	47.41
AC-Ridge 2026.06	24.62	17.19	1.9	3.66	38.85	49.34
FRAPPE 2026.06	30.69	23.86	2.12	3.01	41.44	46.7
AC-MLP 2026.06	32.3	23.69	1.73	4.14	43.1	47.7
AC-MLP 2026.06	32.48	29.39	1.37	4.44	43.73	46.69
GST 2026.06	32.56	27.74	2.14	5.08	46.81	50.62
GST 2026.06	38.35	24.3	1.29	3.87	54.57	50.69
AC-Linear 2026.06	39.84	37.52	1.91	3.18	37.71	46.13
Oracle 2026.06	41.33	41.52	2.33	8.87	37.98	47.54
AC-Ridge 2026.06	41.52	42.23	2.4	4.55	36.32	47.05
Baseline 2026.06	46.09	41.33	1.65	8.98	40.12	46.96
FALCON 2026.06	46.39	39.91	1.25	8.83	41.34	47.35
AC-MLP 2026.06	46.56	51.96	2.18	6.15	35.42	40.67
AC-MLP 2026.06	47.3	45.78	3.44	10.34	32.55	35.09
FSN 2026.06	48.63	50.44	3.58	5.73	35.99	42
DemoNorm 2026.06	50.26	39.5	1.66	8.92	37.63	44.13
FRAPPE 2026.06	50.67	44.84	2.14	4.93	39.26	43.61
FSN 2026.06	51.19	42.59	3.24	4.06	36.3	40.66
FairCal 2026.06	52.28	45.03	1.34	4.68	39.78	47.44
GST 2026.06	52.47	43.83	1.76	4.35	40.08	45.34