AFLW
Benchmarks
TaskDatasetSOTA resultTrendResults
AFLW-19 Frontal
0.821NMEdiag
12
AFLW
1.59NME
12
AFLW2000-3D (Original annotation)
2.63NME (0 to 30)
11
AFLW (Full)
1.63NME (%)
11
AFLW2000-3D
3.51NME (Mean)
11
AFLW PIFA protocol (test)
2.98NME
11
AFLW (test)
5.324MAE
11
AFLW Full 19-point (test)
0.955NMEdiag
10
AFLW2000-3D NOD occlusion (test)
4.78NME
10
AFLW2000-3D
3.8NME (%)
10
AFLW2000-3D 1.0 (full)
3.426Yaw Error
10
AFLW 5 landmarks
5.38Mean Error
10
AFLW (test)
6.58Mean Error (%)
10
AFLW
1.18NME (Diagonal)
9
AFLW 68-landmark (test)
2.92Forward NME
8
AFLW Frontal Faces (test)
1.85NME
8
AFLW2000
3.46Yaw Error
7
AFLW (M)
6.9Inter-ocular Distance Error (%)
7
AFLW-frontal (test)
1.81Average Error
7
AFLW subset 21 pts (test)
2.84NME Bin [0, 30]
7
AFLW2000-3D reannotated (test)
2.65NME
6
AFLW 19 landmarks
2.01NME
6
AFLW 1000 images protocol
5.22Yaw Error
6
AFLW Full set 68-pt re-annotated (test)
6.01NME
6
AFLW Frontal 68-pt re-annotated (test)
0.019NME
6