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Face Verification on LFW (AUROC, TPR, and PE Gap Metrics)

99.42AUROC

AC-Ridge

Updated 1mo ago

Evaluation Results

Method	Links
AC-Ridge 2026.06		99.42	76.47	92.63	1.25	4.32	3.28	2.48	97.21	1
AC-Linear 2026.06		99.39	80.77	93.1	3.26	4.77	2.85	2.33	97.06	7
AC-Ridge 2026.06		99.37	75.9	94.03	1.9	3.66	4.98	2.77	98.18	2
AC-Ridge 2026.06		99.37	75.9	94.03	1.9	3.66	4.98	2.77	98.18	2
AC-Linear 2026.06		99.34	83.33	93.77	1.9	3.22	4.02	2.62	98.42	3
AC-Linear 2026.06		99.34	83.33	93.77	1.9	3.22	4.02	2.62	98.42	3
FairCal 2026.06		99.32	83.47	92.67	2.33	4.78	2.04	2.56	97.59	1
FairCal 2026.06		99.32	83.47	92.67	2.33	4.78	2.04	2.56	97.59	1
FALCON 2026.06		99.29	82.8	92.4	1.25	4.45	25.55	14.75	94.68	7
DemoNorm 2026.06		99.28	82.3	92.53	1.59	4.57	15.66	13.2	94.65	-
Baseline 2026.06		99.27	81.4	91.87	1.25	4.32	17.1	7.43	94.65	-
Oracle 2026.06		99.22	81.23	91.13	1.92	5.45	2.19	2.53	93.51	-
GST 2026.06		99.21	81.4	92.27	1.49	4.09	2.21	2.62	94.65	-
FairCal 2026.06		99.1	65.4	91	1.89	3.47	2.04	2.58	96.56	0
Baseline 2026.06		98.96	87	93.27	2.14	5.08	25.72	15.82	97.25	-
Baseline 2026.06		98.96	87	93.27	2.14	5.08	25.72	15.82	97.25	-
Oracle† 2026.06		98.96	85.83	93.13	2.94	5.13	2.17	2.82	97.41	-
Oracle 2026.06		98.95	72.27	87.43	0.16	1.37	0.6	2.91	97.88	-
GST† 2026.06		98.95	86.27	92.9	2.14	5.08	2.13	2.82	97.25	-
DemoNorm† 2026.06		98.95	87.1	93.27	2.14	6.28	14.86	12.79	97.25	-
Oracle 2026.06		98.95	72.27	87.43	0.16	1.37	0.6	2.91	97.88	-
FALCON 2026.06		98.92	87.3	93.2	2.14	5.08	30.03	16.88	97.12	1
AC-Linear 2026.06		98.91	72.47	87.65	0.26	1.87	0.82	2.9	97.75	1
AC-Ridge 2026.06		98.91	96.3	96.43	1.47	5.1	2.78	1.98	92.91	0
AC-Linear 2026.06		98.91	72.47	87.65	0.26	1.87	0.82	2.9	97.75	1
FairCal 2026.06		98.9	73.15	87.78	0.21	1.57	0.39	2.87	97.77	1
FairCal 2026.06		98.9	73.15	87.78	0.21	1.57	0.39	2.87	97.77	1
FRAPPE 2026.06		98.86	71.26	87.13	0.23	1.65	0.33	2.95	97.72	1
FRAPPE 2026.06		98.86	71.26	87.13	0.23	1.65	0.33	2.95	97.72	1
FALCON 2026.06		98.85	70.37	86.62	0.26	1.99	14.04	8.26	97.77	1
FSN 2026.06		98.85	71.82	87.12	0.17	1.47	13.05	5.69	97.68	1
FALCON 2026.06		98.85	70.37	86.62	0.26	1.99	14.04	8.26	97.77	1
FSN 2026.06		98.85	71.82	87.12	0.17	1.47	13.05	5.69	97.68	1
FRAPPE 2026.06		98.84	84.97	91.5	2.12	3.01	2.1	3.18	96.96	2
FRAPPE 2026.06		98.84	84.97	91.5	2.12	3.01	2.1	3.18	96.96	2
Baseline 2026.06		98.8	67.95	85.7	0.3	2.22	11.94	5.61	97.78	-
DemoNorm 2026.06		98.8	70.36	86.64	0.2	1.26	22.59	19.04	97.78	-
Baseline 2026.06		98.8	67.95	85.7	0.3	2.22	11.94	5.61	97.78	-
DemoNorm 2026.06		98.8	70.36	86.64	0.2	1.26	22.59	19.04	97.78	-
GST 2026.06		98.76	72	87.03	0.15	1.14	0.49	3.01	97.78	-
GST 2026.06		98.76	72	87.03	0.15	1.14	0.49	3.01	97.78	-
AC-MLP 2026.06		98.74	70.77	86.74	0.17	1.52	1.3	3.14	97.52	1
AC-MLP 2026.06		98.74	70.77	86.74	0.17	1.52	1.3	3.14	97.52	1
FRAPPE 2026.06		98.73	63.9	83.73	1.78	4.3	2.42	3.82	93.93	0
AC-Ridge 2026.06		98.63	73.63	86.84	0.25	2.1	1.95	3.04	97.19	1
AC-Linear 2026.06		98.63	96.23	96.5	1.43	4.24	1.64	1.87	92.15	0
AC-Ridge 2026.06		98.63	73.63	86.84	0.25	2.1	1.95	3.04	97.19	1
Baseline 2026.06		98.53	96.3	96.47	1.43	3.66	17.07	7.57	91.77	-
FALCON 2026.06		98.53	96.3	96.47	1.43	3.66	22.97	8.7	91.77	0
Oracle 2026.06		98.53	96.3	96.47	1.43	3.66	0.85	1.83	91.77	-
GST 2026.06		98.53	96.3	96.47	1.43	3.66	0.85	1.83	91.77	-
DemoNorm 2026.06		98.53	96.3	96.47	1.43	3.66	15.94	13.62	91.77	-
FRAPPE 2026.06		98.52	96.3	96.5	1.43	3.66	0.81	1.83	91.52	1
FairCal 2026.06		98.46	96.2	96.5	1.41	4	1.23	1.9	92.18	0
FSN 2026.06		98.3	96	96.23	1.57	3.96	15.49	5.19	91.04	0
AC-Linear 2026.06		98.26	61.9	82.13	1.91	3.18	4.55	4.88	93.61	8
AC-MLP 2026.06		98.03	59.83	70.53	2.17	3.86	15	7.8	94.03	0
AC-Ridge 2026.06		97.98	57.13	75.8	2.4	4.55	5.25	5.53	94.9	0
AC-MLP 2026.06		97.96	83.1	88.67	1.37	4.44	16.88	7.23	94.94	0
FairCal 2026.06		97.86	60.4	76.67	1.34	4.68	3.43	5.39	93.36	0
FALCON 2026.06		97.29	63.77	75.93	1.25	8.83	28.04	19.23	91.71	0
Baseline 2026.06		97.12	59.77	72.3	1.65	8.98	22.57	14.94	91.6	-
FSN 2026.06		96.7	65.7	77.37	3.24	4.06	19.06	11.68	91.9	0
FRAPPE 2026.06		96.51	57.07	73.57	2.14	4.93	3.22	6.66	90.45	0
FSN 2026.06		95.58	32.37	43.43	4.19	6.24	13.28	11.03	85.36	0
FSN 2026.06		95.34	48.7	63.47	3.58	5.73	18.89	12.08	90.55	0
AC-MLP 2026.06		95.2	44.47	58.4	3.44	10.34	15.42	11.05	86.56	0