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ResearchFormerly WizWand

Facial Landmark Detection on 300-W public Challenging inter-pupil normalization (test)

6.38NMEHGs + SA + Norm
5.94488.882411.8214.7576Nov 17, 2017Feb 7, 2018Apr 30, 2018Jul 22, 2018Oct 12, 2018Jan 2, 2019Mar 26, 2019
Updated 8mo ago

Evaluation results

MethodLinks
HGs + SA + NormSemantic Alignment=enabled, Preprocessing=In-plane-rotation normalization2019.036.38
HGs + SA + Norm + GHCUSemantic Alignment=enabled, Global Heatmap Correction Unit=enabled, Preprocessing=In-plane-rotation normalization2019.036.38
HGs + NormPreprocessing=In-plane-rotation normalization2019.036.51
HGs + SA + GHCUSemantic Alignment=enabled, Global Heatmap Correction Unit=enabled2019.036.87
HGs + SASemantic Alignment=enabled2019.036.9
LAB2019.036.98
CNN-6/7PDB strategy=true, Loss function=L12017.117.02
CNN-6/7PDB strategy=true, Loss function=smooth L12017.117.08
CNN-6/7PDB strategy=true, Loss function=Wing2017.117.18
Wing2019.037.18
DCFE2019.037.54
TR-DRN2017.117.56
TR-DRN2019.037.56
HGsBackbone=Four-stage stacked hourglass2019.037.56
SBR2019.037.58
PCD-CNN2019.037.62
RCN+2017.117.78
SIR2018.038.14
CNN-6/7PDB strategy=true, Loss function=L22017.118.19
RARyear=20162018.038.35
RAR2017.118.35
RAR2019.038.35
TCDCN2017.118.6
TCDCN2019.038.6
RCN2017.119
DeFA2017.119.38
Kowalski et al.year=20162018.039.48
3DDFA + SDM2017.119.56
3DDFA + SDM2019.039.56
CFSSyear=20152018.039.98
CFSS2017.119.98
CFSS2019.039.98
MDMyear=20162018.0310.14
3DDFA2017.1110.59
3DDFA2019.0310.59
LBFyear=20142018.0311.98
LBF2017.1111.98
LBF2019.0311.98
SDMyear=20132018.0315.4
SDM2017.1115.4
SDM2019.0315.4
CFAN2017.1116.78
ESRyear=20122018.0317
ESR2017.1117
RCPRyear=20132018.0317.26
RCPR2017.1117.26