Face Verification on LFW (Error Gap Analysis) benchmark leaderboard · SOTA2 Research

Face Verification on LFW (Error Gap Analysis)

13.82EO Gap (0.1%)FairCal

Evaluation Results

Method	Links
FairCal2026.06		13.82	13.57	1.41	4	48.37	48.59
FairCal2026.06		13.82	13.57	1.41	4	48.37	48.59
Baseline2026.06		14.18	13.57	1.43	3.66	48.42	48.52
FALCON2026.06		14.18	13.57	1.43	3.66	48.42	48.52
FRAPPE2026.06		14.18	13.57	1.43	3.66	48.42	48.52
Oracle2026.06		14.18	13.57	1.43	3.66	48.42	48.52
GST2026.06		14.18	13.57	1.43	3.66	48.42	48.52
DemoNorm2026.06		14.18	13.57	1.43	3.66	48.42	48.52
AC-Linear2026.06		14.18	13.57	1.43	4.24	48.42	48.17
AC-Ridge2026.06		14.18	13.93	1.47	5.1	48.42	46.17
Baseline2026.06		14.18	13.57	1.43	3.66	48.42	48.52
FALCON2026.06		14.18	13.57	1.43	3.66	48.42	48.52
DemoNorm2026.06		14.18	13.57	1.43	3.92	48.42	48.52
AC-Linear2026.06		14.18	13.57	1.43	4.24	48.42	48.17
FSN2026.06		15.01	13.94	1.57	3.96	48.21	48.16
FSN2026.06		15.01	13.94	1.57	3.96	48.21	48.16
Oracle2026.06		17.64	14.18	4.46	7.75	48.7	49.44
FRAPPE2026.06		19.43	14.23	2.86	5.31	48.76	49.45
DemoNorm2026.06		20.41	15.54	2.14	6.28	44.21	47.86
Baseline2026.06		22.17	19.36	2.14	5.08	43.5	47.84
FALCON2026.06		22.86	19.36	2.14	5.08	42.95	47.93
Oracle2026.06		23.23	19.03	2.94	5.13	45.21	47.8
AC-Linear2026.06		23.52	15.55	1.91	3.22	41.2	48.76
FairCal2026.06		24.58	21.68	2.33	4.78	40.67	47.41
AC-Ridge2026.06		24.62	17.19	1.9	3.66	38.85	49.34
FRAPPE2026.06		30.69	23.86	2.12	3.01	41.44	46.7
AC-MLP2026.06		32.3	23.69	1.73	4.14	43.1	47.7
AC-MLP2026.06		32.48	29.39	1.37	4.44	43.73	46.69
GST2026.06		32.56	27.74	2.14	5.08	46.81	50.62
GST2026.06		38.35	24.3	1.29	3.87	54.57	50.69
AC-Linear2026.06		39.84	37.52	1.91	3.18	37.71	46.13
Oracle2026.06		41.33	41.52	2.33	8.87	37.98	47.54
AC-Ridge2026.06		41.52	42.23	2.4	4.55	36.32	47.05
Baseline2026.06		46.09	41.33	1.65	8.98	40.12	46.96
FALCON2026.06		46.39	39.91	1.25	8.83	41.34	47.35
AC-MLP2026.06		46.56	51.96	2.18	6.15	35.42	40.67
AC-MLP2026.06		47.3	45.78	3.44	10.34	32.55	35.09
FSN2026.06		48.63	50.44	3.58	5.73	35.99	42
DemoNorm2026.06		50.26	39.5	1.66	8.92	37.63	44.13
FRAPPE2026.06		50.67	44.84	2.14	4.93	39.26	43.61
FSN2026.06		51.19	42.59	3.24	4.06	36.3	40.66
FairCal2026.06		52.28	45.03	1.34	4.68	39.78	47.44
GST2026.06		52.47	43.83	1.76	4.35	40.08	45.34