Adaptive Weighted Face Alignment by Multi-Scale Feature and Offset Prediction

Table 2

Comparison of results with the state-of-the-art methods on the COFW dataset, with mean error (NME) normalized by inter-pupil distance.

Method	Mean error	Failure rate
RCPR [8]	8.76	20.12
LBF [5]	8.77	–
OSRD [35]	9.27	–
TCDCN [11]	7.66	16.17
CFSS [4]	6.28	9.07
LAB [9]	5.58	2.76
Wing [32]	5.44	3.75
FCDN [33]	5.32	2.17
MAttHG [21]	5.08	1.26
SD-HRNet [34]	3.69	0.2
AWMOP	4.83	0.98

Bold values represent the best results.