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ResearchFormerly WizWand

Facial Landmark Detection on 300-W Challenging Subset

4.93Mean ErrorStructure Coherence Component
4.33568.347812.3616.3722Aug 18, 2014Aug 8, 2015Jul 29, 2016Jul 20, 2017Jul 10, 2018Jul 1, 2019Jun 21, 2020
Updated 8mo ago

Evaluation results

MethodLinks
Structure Coherence Component2020.064.93
HRNet2020.065.15
LAB2020.065.19
DeCaFA2020.065.26
Ours w SANNormalization Protocol=Inter-ocular Normalization, training=style-augmented2019.086.49
SANBounding Box Source=Ground Truth (GT)2018.036.6
SANNormalization Protocol=Inter-ocular Normalization2019.086.6
SAN2020.066.6
Ours w Res-18Normalization Protocol=Inter-pupil Normalization, training=style-augmented2019.087.21
Ours w LABNormalization Protocol=Inter-pupil Normalization, training=style-augmented2019.087.32
LABNormalization Protocol=Inter-pupil Normalization2019.087.41
Two-StageBounding Box Source=Ground Truth (GT)2018.037.42
DCFENormalization Protocol=Inter-pupil Normalization2019.087.54
SANBounding Box Source=Official Detector (OD)2018.037.55
Two-StageBounding Box Source=Official Detector (OD)2018.037.56
TSRNormalization Protocol=Inter-pupil Normalization2019.087.56
CPM+SBR2020.067.58
PCD-CNNNormalization Protocol=Inter-ocular Normalization2019.087.62
PCD-CNN2020.067.62
RARNormalization Protocol=Inter-pupil Normalization2019.088.35
Res-18Normalization Protocol=Inter-pupil Normalization2019.088.41
RCNNormalization Protocol=Inter-pupil Normalization2019.088.44
TCDCNlandmarks=682014.088.6
TCDCN2018.038.6
TCDCNNormalization Protocol=Inter-pupil Normalization2019.088.6
RDR2018.038.95
RDRNormalization Protocol=Inter-ocular Normalization2019.088.95
Pose-Invariant2018.039.88
PIFANormalization Protocol=Inter-ocular Normalization2019.089.88
SeqMTNormalization Protocol=Inter-pupil Normalization2019.089.93
CFSSlandmarks=682014.089.98
CFSS2018.039.98
CFSSNormalization Protocol=Inter-pupil Normalization2019.089.98
MDM2018.0310.14
3DDFANormalization Protocol=Inter-pupil Normalization2019.0810.59
LBFlandmarks=682014.0811.98
LBF2018.0311.98
LBFNormalization Protocol=Inter-pupil Normalization2019.0811.98
SDMlandmarks=682014.0815.4
SDM2018.0315.4
SDMNormalization Protocol=Inter-pupil Normalization2019.0815.4
CFANlandmarks=682014.0816.78
CFANNormalization Protocol=Inter-pupil Normalization2019.0816.78
ESRlandmarks=682014.0817
ESR2018.0317
ESRNormalization Protocol=Inter-pupil Normalization2019.0817
RCPRlandmarks=682014.0817.26
CDMlandmarks=682014.0819.54
DRMFlandmarks=682014.0819.79