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Face Verification on BFW (Discrimination and Calibration)

94.11TPR @ FPR 0.1%

AC-Ridge

Updated 1mo ago

Evaluation Results

Method	Links
AC-Ridge 2026.06		94.11	99.71	97.19	99.51	0.0263	0.0165	4	-	-	-
GST 2026.06		94.04	99.24	96.77	98.83	0.0111	0.017	-	-	-	-
DemoNorm 2026.06		94.02	99.24	96.72	98.83	0.1564	0.1298	-	-	-	-
Oracle 2026.06		93.94	99.26	96.8	98.83	0.0107	0.0167	-	-	-	-
FairCal 2026.06		93.49	99.26	96.77	98.81	0.0102	0.017	3	-	-	-
AC-Linear 2026.06		93.49	99.31	96.82	98.89	0.0205	0.0174	2	-	-	-
Baseline 2026.06		93.14	99.25	96.58	98.83	0.2797	0.1286	-	-	-	-
FALCON 2026.06		93.14	99.25	96.64	98.83	0.3236	0.1406	2	-	-	-
FRAPPE 2026.06		91.8	99.2	96.01	98.78	0.0108	0.0196	-	-	-	-
AC-MLP 2026.06		91.58	99.33	96.54	98.93	0.0214	0.0188	0	-	-	-
FairCal 2026.06		87.9	-	-	-	-	-	-	-	-	-
GST 2026.06		87.9	-	-	-	-	-	-	-	-	-
AC-Density 2026.06		87.9	-	-	-	-	-	-	-	-	-
FairCal 2026.06		87.89	97.7	90.89	95.44	0.0064	0.026	0	-	-	-
AC-Ridge 2026.06		87.88	97.75	90.96	95.9	0.0287	0.0274	4	-	-	-
GST 2026.06		87.85	97.55	90.84	95.24	0.005	0.0261	-	-	-	-
Oracle 2026.06		87.84	98.41	90.94	96.95	0.0141	0.0257	-	-	-	-
FALCON 2026.06		87.83	97.65	90.85	95.24	0.1873	0.0837	8	-	-	-
DemoNorm 2026.06		87.81	97.62	90.84	95.24	0.2222	0.1869	-	-	-	-
Baseline 2026.06		87.8	-	-	-	-	-	-	-	-	-
FALCON 2026.06		87.8	-	-	-	-	-	-	-	-	-
DemoNorm 2026.06		87.8	-	-	-	-	-	-	-	-	-
Oracle 2026.06		87.8	-	-	-	-	-	-	-	-	-
Baseline 2026.06		87.77	97.65	90.83	95.24	0.1105	0.0721	-	-	-	-
FRAPPE 2026.06		87.7	-	-	-	-	-	-	-	-	-
FSN 2026.06		87.7	-	-	-	-	-	-	-	-	-
FSN 2026.06		87.7	97.57	90.77	95.02	0.1119	0.071	0	-	-	-
FRAPPE 2026.06		87.66	97.67	90.76	95.29	0.0061	0.0263	-	-	-	-
FairCal 2026.06		87.5	-	-	-	-	-	-	-	-	-
AC-Density 2026.06		87.5	-	-	-	-	-	-	-	-	-
AC-Ridge 2026.06		87.47	97.38	90.71	94.89	0.0566	0.0313	8	-	-	-
AC-Ridge 2026.06		87.47	97.38	90.71	94.89	0.0566	0.0313	8	0.27	1.76	-
AC-Ridge 2026.06		87.47	97.38	90.71	94.89	0.0566	0.0313	8	0.27	1.76	-
FairCal 2026.06		87.45	97.24	90.64	94.64	0.0196	0.0282	0	-	-	-
FairCal 2026.06		87.45	97.24	90.64	94.64	0.0196	0.0282	0	0.28	1.54	-
FairCal 2026.06		87.45	97.24	90.64	94.64	0.0196	0.0282	0	0.28	1.54	-
GST 2026.06		87.4	-	-	-	-	-	-	-	-	-
DemoNorm 2026.06		87.4	-	-	-	-	-	-	-	-	-
Oracle 2026.06		87.4	-	-	-	-	-	-	-	-	-
Oracle 2026.06		87.4	98.19	90.66	96.65	0.0156	0.0268	-	-	-	-
DemoNorm 2026.06		87.4	97.25	90.56	94.82	0.2235	0.1883	-	-	-	-
Oracle 2026.06		87.4	98.19	90.66	96.65	0.0156	0.0268	-	0.25	1.95	-
DemoNorm 2026.06		87.4	97.25	90.56	94.82	0.2235	0.1883	-	0.2	1.04	-
Oracle 2026.06		87.4	98.19	90.66	96.65	0.0156	0.0268	-	0.25	1.95	-
DemoNorm 2026.06		87.4	97.25	90.56	94.82	0.2235	0.1883	-	0.2	1.04	-
GST 2026.06		87.39	97.18	90.58	94.82	0.0068	0.0272	-	-	-	-
GST 2026.06		87.39	97.18	90.58	94.82	0.0068	0.0272	-	0.23	1.19	-
GST 2026.06		87.39	97.18	90.58	94.82	0.0068	0.0272	-	0.23	1.19	-
FALCON 2026.06		87.31	97.28	90.57	94.82	0.1983	0.0885	0	-	-	-
FALCON 2026.06		87.31	97.28	90.57	94.82	0.1983	0.0885	0	0.28	1.83	-
FALCON 2026.06		87.31	97.28	90.57	94.82	0.1983	0.0885	0	0.28	1.83	-
Baseline 2026.06		87.3	-	-	-	-	-	-	-	-	-
FALCON 2026.06		87.3	-	-	-	-	-	-	-	-	-
FSN 2026.06		87.3	-	-	-	-	-	-	-	-	-
Baseline 2026.06		87.28	97.28	90.54	94.82	0.1184	0.0814	-	-	-	-
FSN 2026.06		87.28	97.17	90.49	94.67	0.1167	0.0795	0	-	-	-
Baseline 2026.06		87.28	97.28	90.54	94.82	0.1184	0.0814	-	0.29	1.92	-
FSN 2026.06		87.28	97.17	90.49	94.67	0.1167	0.0795	0	0.2	1.3	-
Baseline 2026.06		87.28	97.28	90.54	94.82	0.1184	0.0814	-	0.29	1.92	-
FSN 2026.06		87.28	97.17	90.49	94.67	0.1167	0.0795	0	0.2	1.3	-
AC-MLP 2026.06		87.1	-	-	-	-	-	-	-	-	-
AC-MLP 2026.06		87.09	97.46	90.41	95.23	0.022	0.0285	0	-	-	-
AC-Linear 2026.06		87	-	-	-	-	-	-	-	-	-
AC-Linear 2026.06		86.95	97.84	90.9	95.69	0.01	0.0266	0	-	-	-
FRAPPE 2026.06		86.93	97.3	90.41	94.95	0.0068	0.0274	-	-	-	-
FRAPPE 2026.06		86.93	97.3	90.41	94.95	0.0068	0.0274	1	0.37	2.57	-
FRAPPE 2026.06		86.93	97.3	90.41	94.95	0.0068	0.0274	1	0.37	2.57	-
FRAPPE 2026.06		86.9	-	-	-	-	-	-	-	-	-
AC-MLP 2026.06		86.7	-	-	-	-	-	-	-	-	-
AC-MLP 2026.06		86.7	97.24	90.11	95.12	0.0225	0.0291	0	-	-	-
AC-MLP 2026.06		86.7	97.24	90.11	95.12	0.0225	0.0291	0	0.21	1.34	-
AC-MLP 2026.06		86.7	97.24	90.11	95.12	0.0225	0.0291	0	0.21	1.34	-
AC-Linear 2026.06		86.6	-	-	-	-	-	-	-	-	-
AC-Linear 2026.06		86.56	97.49	90.59	95.07	0.0111	0.0276	0	-	-	-
AC-Linear 2026.06		86.56	97.49	90.59	95.07	0.0111	0.0276	0	0.26	1.63	-
AC-Linear 2026.06		86.56	97.49	90.59	95.07	0.0111	0.0276	0	0.26	1.63	-
FSN 2026.06		85.36	99.13	94.57	98.67	0.2742	0.1202	0	-	-	-
FairCal 2026.06		84.94	97.33	89.35	95.09	0.013	0.0304	0	0.24	1.44	-
Oracle 2026.06		84.79	97.98	89.28	96.42	0.0174	0.0303	-	0.23	1.78	-
GST 2026.06		84.77	96.96	89.15	94.63	0.0089	0.0307	-	0.19	1.06	-
FALCON 2026.06		84.73	97.07	89.23	94.64	0.2028	0.0974	0	0.26	1.72	-
DemoNorm 2026.06		84.7	97.04	89.12	94.63	0.2221	0.1881	-	0.16	0.96	-
AC-Ridge 2026.06		84.7	97.43	89.38	95.43	0.0409	0.0329	3	0.3	1.87	-
FSN 2026.06		84.65	96.96	89.1	94.32	0.1246	0.0881	0	0.2	1.28	-
Baseline 2026.06		84.64	97.07	89.19	94.63	0.1243	0.0893	-	0.26	1.81	-
Baseline 2026.06		84.64	97.07	89.19	94.63	0.1243	0.0893	-	0.26	1.81	-
AC-Density 2026.06		84.3	-	-	-	-	-	-	-	-	-
AC-Ridge 2026.06		84.28	97.44	89.08	94.89	0.0397	0.0327	6	-	-	-
AC-Ridge 2026.06		84.28	97.44	89.08	94.89	0.0397	0.0327	6	0.21	1.27	-
AC-Ridge 2026.06		84.28	97.44	89.08	94.89	0.0397	0.0327	6	-	-	-
FairCal 2026.06		84.2	-	-	-	-	-	-	-	-	-
FRAPPE 2026.06		84.18	97.1	89.08	94.73	0.0098	0.0309	1	0.36	2.38	-
FairCal 2026.06		84.16	97.22	88.96	94.56	0.0105	0.0311	3	-	-	-
FairCal 2026.06		84.16	97.22	88.96	94.56	0.0105	0.0311	3	0.19	1.11	-
FairCal 2026.06		84.16	97.22	88.96	94.56	0.0105	0.0311	3	-	-	-
DemoNorm 2026.06		84.13	97.04	88.81	94.16	0.227	0.1922	-	-	-	-
DemoNorm 2026.06		84.13	97.04	88.81	94.16	0.227	0.1922	-	-	-	-
GST 2026.06		84.1	-	-	-	-	-	-	-	-	-
DemoNorm 2026.06		84.1	-	-	-	-	-	-	-	-	-
Oracle 2026.06		84.1	-	-	-	-	-	-	-	-	-

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