Facial Landmark Detection

Benchmarks

Dataset Name	SOTA Method	Metric
300-W (Common)		NME0.0241	180	5mo ago
300-W (Fullset)	SHT-M-i	Mean Error (%)2.78	174	5mo ago
300W challenging	CCNN	NME3.99	159	5mo ago
WFLW (test)	SH-FAN	Mean Error (ME) - All3.72	122	5mo ago
AFLW Full	AnchorFace	NME0.0156	101	5mo ago
COFW (test)	HIH	NME0.0321	93	5mo ago
WFLW (Full)	Ours	NME (%)3.72	65	5mo ago
300W	STAR loss (smooth-l1 distance)	NME2.87	52	5mo ago
WFLW Pose	ADNet	Mean Error (%)6.96	50	5mo ago
WFLW Blur	SPIGA	Mean Error (%)4.65	49	5mo ago
WFLW Make-up	SPIGA	Mean Error3.81	49	5mo ago
300-W Challenging Subset	Structure Coherence Component	Mean Error4.93	49	5mo ago
300-W public Challenging inter-pupil normalization (test)	HGs + SA + Norm	NME6.38	46	5mo ago
WFLW Illumination	SPIGA	Failure Rate @0.11.58	45	5mo ago
WFLW Expression	HIHB	Failure Rate @0.11.27	45	5mo ago
AFLW Front	LAB	NME1.14	38	5mo ago
300-W Common Subset	SHT-M-i	Mean Error (%)2.46	37	5mo ago
300W official (test)	LAB	AUC (0.08)58.85	32	5mo ago
MAFL (test)	Deep Latent Particles	Normalised MSE (%)2.42	30	5mo ago
300-W public Full inter-pupil normalization (test)	CNN-6/7	NME4.04	29	5mo ago
300-W Public Common subset inter-pupil normalization (test)	CNN-6/7	NME3.27	28	5mo ago
300-W public (test)	GV(HRNet)	NME2.62	28	5mo ago
AFLW Full (test)	LUVLi	Average Error1.39	26	5mo ago
COFW (Full)	PIPNet	NME3.08	22	5mo ago
300W Fullset 2013 (test)	GV(HRNet)	NME2.99	21	5mo ago

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