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ResearchFormerly WizWand

Face Alignment on 300-W (Full)

2.87NMESTAR
2.67723.97865.286.5814Nov 24, 2019Aug 10, 2020Apr 27, 2021Jan 13, 2022Sep 30, 2022Jun 17, 2023Mar 4, 2024
Updated 8mo ago

Evaluation results

MethodLinks
STARArchitecture=Hourglass, Supervision=Supervised2024.032.87
FRAArchitecture=ResNet, Supervision=Self-supervised2024.032.91
PropNetNormalization=Inter-ocular2020.062.93
ADNetArchitecture=Hourglass, Supervision=Supervised2024.032.93
DTLDArchitecture=ResNet, Supervision=Supervised2024.032.96
MCFArchitecture=ViT, Supervision=Self-supervised2024.032.98
RePFormerArchitecture=ResNet, Supervision=Supervised2024.033.01
BYOLArchitecture=ResNet, Supervision=Self-supervised2024.033.03
AWingNormalization=Inter-ocular2020.063.07
LEWELArchitecture=ResNet, Supervision=Self-supervised2024.033.09
SLPTArchitecture=ResNet, Supervision=Supervised2024.033.2
Bulat et al.Architecture=ResNet, Supervision=Self-supervised2024.033.2
HRNet2021.083.34
DU-NetNormalization=Inter-ocular2020.063.35
PCLArchitecture=ResNet, Supervision=Self-supervised, Note=reproduction using official codes2024.033.35
DeCaFaExtra Data=true2021.083.39
LAB2019.113.49
LABNormalization=Inter-ocular2020.063.49
LAB2020.073.49
LABExtra Data=true2021.083.49
LDDMM-Face2021.083.53
DAN2021.083.62
LDDMM-FaceWeak-LF (training landmark fraction)=50%2021.083.67
AnchorFace2020.073.72
3FabRec2019.113.82
3FabRec2021.083.82
LaplaceKLtraining_data=70K2019.113.91
ODN2021.083.95
SAN2019.113.98
SANNormalization=Inter-ocular2020.063.98
SAN2020.073.98
SAN2021.083.98
WingNormalization=Inter-pupil2020.064.04
SBR2019.114.1
PropNetNormalization=Inter-pupil2020.064.1
CPM+SBRNormalization=Inter-ocular2020.064.1
SBR2020.074.1
ODN2019.114.17
ODN2020.074.17
AWingNormalization=Inter-pupil2020.064.31
PCD-CNNNormalization=Inter-ocular2020.064.44
PCD-CNN2020.074.44
DCFENormalization=Inter-pupil2020.064.55
DVLNNormalization=Inter-pupil2020.064.66
RCN+(L+ELT)Normalization=Inter-pupil2020.064.9
LABNormalization=Inter-pupil2020.064.92
RARNormalization=Inter-pupil2020.064.94
Two-Stage2020.074.96
Two-Stage2019.114.99
TSRNormalization=Inter-pupil2020.064.99
DSRN2019.115.21
DSRNNormalization=Inter-pupil2020.065.21
TCDCNNormalization=Inter-pupil2020.065.54
CFSS2019.115.76
CFSSNormalization=Inter-pupil2020.065.76
RDR2020.075.8
RAR2021.085.8
MDMNormalization=Inter-pupil2020.065.88
MDM2020.075.88
MDM2021.085.88
Pose-Invariant2020.076.3
LBF2019.116.32
LBFNormalization=Inter-pupil2020.066.32
SDMNormalization=Inter-pupil2020.067.5
SDM2019.117.52
CFANNormalization=Inter-pupil2020.067.69