How far are we from solving the 2D & 3D Face Alignment problem? (and a dataset of 230,000 3D facial landmarks)

Benchmark Model Rank Results
face-alignment-on-300w-split-2-300w-lp2D-FAN#2NME (bbox): 2.32AUC@7 (bbox): 66.5
face-alignment-on-cofw-68-300wlp2D-FAN#2NME (box): 2.95AUC@7: 57.5
head-pose-estimation-on-biwiFAN (12 points)#18MAE (trained with other data): 7.882
head-pose-estimation-on-aflw2000FAN (12 points)#21MAE: 9.116