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Face Verification on LFW (AUROC and Calibration)

98.42Min-Group AUROC (%)

AC-Linear

Updated 1mo ago

Evaluation Results

Method
AC-Linear 2026.06	98.42	99.34	83.33	93.77	0.0402	0.0262	3
AC-Linear 2026.06	98.4	-	-	-	-	-	-
AC-Density 2026.06	98.2	-	-	-	-	-	-
AC-Ridge 2026.06	98.18	99.37	75.9	94.03	0.0498	0.0277	2
FairCal 2026.06	97.6	-	-	-	-	-	-
FairCal 2026.06	97.59	99.32	83.47	92.67	0.0204	0.0256	1
Oracle 2026.06	97.41	98.96	85.83	93.13	0.0217	0.0282	-
Oracle 2026.06	97.4	-	-	-	-	-	-
Baseline 2026.06	97.25	98.96	87	93.27	0.2572	0.1582	-
GST 2026.06	97.25	98.95	86.27	92.9	0.0213	0.0282	-
DemoNorm 2026.06	97.25	98.95	87.1	93.27	0.1486	0.1279	-
Baseline 2026.06	97.2	-	-	-	-	-	-
GST 2026.06	97.2	-	-	-	-	-	-
DemoNorm 2026.06	97.2	-	-	-	-	-	-
FALCON 2026.06	97.12	98.92	87.3	93.2	0.3003	0.1688	1
FALCON 2026.06	97.1	-	-	-	-	-	-
FRAPPÉ 2026.06	97	-	-	-	-	-	-
FRAPPE 2026.06	96.96	98.84	84.97	91.5	0.021	0.0318	-
AC-Ridge 2026.06	96.15	98.77	93.6	95.77	0.0315	0.0224	0
AC-Linear 2026.06	95.32	98.53	93.57	95.83	0.0223	0.0215	0
AC-Ridge 2026.06	94.9	97.98	57.13	75.8	0.0525	0.0553	0
AC-Density 2026.06	94.9	-	-	-	-	-	-
FairCal 2026.06	94.88	98.31	92.53	95.87	0.0163	0.021	0
Baseline 2026.06	94.69	98.39	93.6	95.83	0.082	0.0461	-
FALCON 2026.06	94.69	98.39	93.6	95.83	0.1197	0.0543	0
Oracle 2026.06	94.69	98.39	93.6	95.83	0.0094	0.0205	-
GST 2026.06	94.69	98.39	93.6	95.83	0.0094	0.0205	-
DemoNorm 2026.06	94.69	98.39	93.6	95.83	0.0905	0.0768	-
FRAPPE 2026.06	94.49	98.35	93.6	95.83	0.0089	0.0185	-
FSN 2026.06	94.33	97.55	90.73	93.7	0.1105	0.0409	0
AC-Linear 2026.06	93.61	98.26	61.9	82.13	0.0455	0.0488	8
AC-Linear 2026.06	93.6	-	-	-	-	-	-
FairCal 2026.06	93.4	-	-	-	-	-	-
FairCal 2026.06	93.36	97.86	60.4	76.67	0.0343	0.0539	0
FSN 2026.06	91.9	96.7	65.7	77.37	0.1906	0.1168	0
FSN 2026.06	91.9	-	-	-	-	-	-
Oracle 2026.06	91.82	97.17	56.33	72.6	0.0344	0.0599	-
AC-MLP 2026.06	91.8	97.1	75.6	82.2	0.126	0.0723	0
Oracle 2026.06	91.8	-	-	-	-	-	-
FALCON 2026.06	91.71	97.29	63.77	75.93	0.2804	0.1923	0
FALCON 2026.06	91.7	-	-	-	-	-	-
Baseline 2026.06	91.6	97.12	59.77	72.3	0.2257	0.1494	-
GST 2026.06	91.6	97.07	59.07	72.7	0.0387	0.0604	-
DemoNorm 2026.06	91.6	97.09	57.63	72.07	0.1462	0.1317	-
Baseline 2026.06	91.6	-	-	-	-	-	-
GST 2026.06	91.6	-	-	-	-	-	-
DemoNorm 2026.06	91.6	-	-	-	-	-	-
AC-Linear 2026.06	90.6	-	-	-	-	-	-
FSN 2026.06	90.55	95.34	48.7	63.47	0.1889	0.1208	0
FSN 2026.06	90.5	-	-	-	-	-	-
AC-Density 2026.06	90.5	-	-	-	-	-	-
FRAPPE 2026.06	90.45	96.51	57.07	73.57	0.0322	0.0666	-
FRAPPÉ 2026.06	90.4	-	-	-	-	-	-
FairCal 2026.06	88.8	-	-	-	-	-	-
AC-MLP 2026.06	88.43	94.6	42.47	55.93	0.1644	0.1212	0
AC-MLP 2026.06	88.4	-	-	-	-	-	-
FALCON 2026.06	88.3	-	-	-	-	-	-
FSN 2026.06	87.2	-	-	-	-	-	-
AC-MLP 2026.06	86.6	-	-	-	-	-	-
AC-MLP 2026.06	86.56	95.2	44.47	58.4	0.1542	0.1105	0
AC-MLP 2026.06	85.2	-	-	-	-	-	-
Oracle 2026.06	84.9	-	-	-	-	-	-
Baseline 2026.06	84.8	-	-	-	-	-	-
GST 2026.06	84.8	-	-	-	-	-	-
DemoNorm 2026.06	84.8	-	-	-	-	-	-
FRAPPÉ 2026.06	76.4	-	-	-	-	-	-
Baseline 2026.06	-	98.53	96.3	96.47	0.1707	0.0757	-
FairCal 2026.06	-	98.46	96.2	96.5	0.0123	0.019	0
FALCON 2026.06	-	98.53	96.3	96.47	0.2297	0.087	0
FSN 2026.06	-	98.3	96	96.23	0.1549	0.0519	0
FRAPPE 2026.06	-	98.52	96.3	96.5	0.0081	0.0183	-
Oracle 2026.06	-	98.53	96.3	96.47	0.0085	0.0183	-
GST 2026.06	-	98.53	96.3	96.47	0.0085	0.0183	-
DemoNorm 2026.06	-	98.53	96.3	96.47	0.1594	0.1362	-
AC-MLP 2026.06	-	97.96	83.1	88.67	0.1688	0.0723	0
AC-Linear 2026.06	-	98.63	96.23	96.5	0.0164	0.0187	0
AC-Ridge 2026.06	-	98.91	96.3	96.43	0.0278	0.0198	0
Baseline 2026.06	-	98.53	96.3	96.47	0.1707	0.0757	-
FairCal 2026.06	-	98.46	96.2	96.5	0.0123	0.019	1
FALCON 2026.06	-	98.53	96.3	96.47	0.2297	0.087	0
FSN 2026.06	-	98.3	96	96.23	0.1549	0.0519	0
FRAPPE 2026.06	-	98.46	93.83	95.77	0.019	0.0234	-
Oracle 2026.06	-	98.57	93.37	96.57	0.01	0.0185	-
GST 2026.06	-	98.43	96.03	96.3	0.0111	0.0202	-
DemoNorm 2026.06	-	98.54	96.27	96.47	0.16	0.1368	-
AC-MLP 2026.06	-	97.98	84.3	89.07	0.1704	0.0723	0
AC-Linear 2026.06	-	98.63	96.23	96.5	0.0164	0.0187	0
Baseline 2026.06	-	95.47	46.17	66.8	0.2196	0.164	-
FairCal 2026.06	-	96.58	49.3	70.43	0.0357	0.0706	0
FALCON 2026.06	-	95.82	50.33	69.53	0.2759	0.2131	0
FSN 2026.06	-	94.68	38.73	63.1	0.2007	0.1327	0
FRAPPE 2026.06	-	94.39	43.77	61.5	0.0383	0.0894	-
Oracle 2026.06	-	95.62	46.27	65.73	0.0398	0.0779	-
GST 2026.06	-	95.42	47.27	66.5	0.0392	0.0795	-
DemoNorm 2026.06	-	95.46	47.77	65.47	0.154	0.1438	-
AC-MLP 2026.06	-	92.45	25.23	42.13	0.1616	0.1375	0
AC-Linear 2026.06	-	97.18	50.8	73.37	0.0477	0.0634	0
AC-Ridge 2026.06	-	96.73	44.7	68.1	0.0574	0.0705	0