Model MSE(Fullset) DSRN[3] 5.21 SBR[1] 4.99 RCN-L+ELT-all[4] 4.90 PCD-CNN[2] 4.44 Ours (Teacher) 3.73 ResNet50+PDB+Wing[5] 3.60 LAB[0] 3.49 Lower is better [0] Look at Boundary: A Boundary-Aware Face Alignment Algorithm, CVPR, 2018 [1] Supervision-by-Registration: An Unsupervised Approach to Improve the Precision of Facial Landmark Detectors, CVPR, 2018 [2] Disentangling 3D Pose in A Dendritic CNN for Unconstrained 2D Face Alignment, CVPR, 2018 [3] Direct Shape Regression Networks for End-to-End Face Alignment, CVPR, 2018 [4] Improving Landmark Localization with Semi-Supervised Learning, CVPR, 2018 [5] Wing Loss for Robust Facial Landmark Localisation with Convolutional Nerual Netowrks, CVPR, 2018
[6] https://ibug.doc.ic.ac.uk/resources/300-W/ Latency(CPU) : 1.2 sec Model size : 93.4MB