Facial Landmark Detection on 300-W public Challenging inter-pupil normalization (test)
6.38NMEHGs + SA + Norm
Evaluation Results
| Method | Links | |
|---|---|---|
| HGs + SA + NormSemantic Alignment=enabled, Preprocessing=In-plane-rotation normalization2019.03 | 6.38 | |
| HGs + SA + Norm + GHCUSemantic Alignment=enabled, Global Heatmap Correction Unit=enabled, Preprocessing=In-plane-rotation normalization2019.03 | 6.38 | |
| HGs + NormPreprocessing=In-plane-rotation normalization2019.03 | 6.51 | |
| HGs + SA + GHCUSemantic Alignment=enabled, Global Heatmap Correction Unit=enabled2019.03 | 6.87 | |
| HGs + SASemantic Alignment=enabled2019.03 | 6.9 | |
| LAB2019.03 | 6.98 | |
| CNN-6/7PDB strategy=true, Loss function=L12017.11 | 7.02 | |
| CNN-6/7PDB strategy=true, Loss function=smooth L12017.11 | 7.08 | |
| CNN-6/7PDB strategy=true, Loss function=Wing2017.11 | 7.18 | |
| Wing2019.03 | 7.18 | |
| DCFE2019.03 | 7.54 | |
| TR-DRN2017.11 | 7.56 | |
| TR-DRN2019.03 | 7.56 | |
| HGsBackbone=Four-stage stacked hourglass2019.03 | 7.56 | |
| SBR2019.03 | 7.58 | |
| PCD-CNN2019.03 | 7.62 | |
| RCN+2017.11 | 7.78 | |
| SIR2018.03 | 8.14 | |
| CNN-6/7PDB strategy=true, Loss function=L22017.11 | 8.19 | |
| RARyear=20162018.03 | 8.35 | |
| RAR2017.11 | 8.35 | |
| RAR2019.03 | 8.35 | |
| TCDCN2017.11 | 8.6 | |
| TCDCN2019.03 | 8.6 | |
| RCN2017.11 | 9 | |
| DeFA2017.11 | 9.38 | |
| Kowalski et al.year=20162018.03 | 9.48 | |
| 3DDFA + SDM2017.11 | 9.56 | |
| 3DDFA + SDM2019.03 | 9.56 | |
| CFSSyear=20152018.03 | 9.98 | |
| CFSS2017.11 | 9.98 | |
| CFSS2019.03 | 9.98 | |
| MDMyear=20162018.03 | 10.14 | |
| 3DDFA2017.11 | 10.59 | |
| 3DDFA2019.03 | 10.59 | |
| LBFyear=20142018.03 | 11.98 | |
| LBF2017.11 | 11.98 | |
| LBF2019.03 | 11.98 | |
| SDMyear=20132018.03 | 15.4 | |
| SDM2017.11 | 15.4 | |
| SDM2019.03 | 15.4 | |
| CFAN2017.11 | 16.78 | |
| ESRyear=20122018.03 | 17 | |
| ESR2017.11 | 17 | |
| RCPRyear=20132018.03 | 17.26 | |
| RCPR2017.11 | 17.26 |