LFW
Benchmarks
TaskDatasetSOTA resultTrendResults
LFW unrestricted with labeled outside data 9
99.65Accuracy
16
LFW
100F1 Score
15
LFW
0.975Silhouette Score
15
LFW Respirator region (test)
98.25ASR (ArcFace)
15
LFW Eye & Nose region (test)
0.998ASR (ArcFace)
15
LFW Eye region (test)
98.75ASR (ArcFace)
15
LFW-CF
91.23Accuracy
13
LFW BLUFR
94.48VR @ FAR=0.01%
13
LFW (test)
39.6t-value
12
LFW
31.28EO Gap (0.1%)
11
LFW
19.28FID
11
LFW ArcFace (FairFace) (test)
98.63AUROC
10
LFW (test)
8.572NRQM
10
LFW 1.0 (full set)
5.8FRR @ FAR
10
LFW (test)
91Accuracy
9
LFW Wild RAG
98.7DAR
9
LFW real-world (test)
49.96FID
9
LFW (test)
0.904Accuracy
8
LFW-PL (test)
97.55Skin Accuracy
8
LFW
0.083L1 Distance
7
LFW
0.055L2 Distance
7
LFW
0.108L2 Distance
7
LFW
0.247L2 Distance
7
LFW
0.009VGG Error
7
LFW 14 (test)
0.764MUSIQ
7