Face Alignment on 300-W (Full)
2.87NMESTAR
Evaluation Results
| Method | Links | |
|---|---|---|
| STARArchitecture=Hourglass, Supervision=Supervised2024.03 | 2.87 | |
| FRAArchitecture=ResNet, Supervision=Self-supervised2024.03 | 2.91 | |
| PropNetNormalization=Inter-ocular2020.06 | 2.93 | |
| ADNetArchitecture=Hourglass, Supervision=Supervised2024.03 | 2.93 | |
| DTLDArchitecture=ResNet, Supervision=Supervised2024.03 | 2.96 | |
| MCFArchitecture=ViT, Supervision=Self-supervised2024.03 | 2.98 | |
| RePFormerArchitecture=ResNet, Supervision=Supervised2024.03 | 3.01 | |
| BYOLArchitecture=ResNet, Supervision=Self-supervised2024.03 | 3.03 | |
| AWingNormalization=Inter-ocular2020.06 | 3.07 | |
| LEWELArchitecture=ResNet, Supervision=Self-supervised2024.03 | 3.09 | |
| SLPTArchitecture=ResNet, Supervision=Supervised2024.03 | 3.2 | |
| Bulat et al.Architecture=ResNet, Supervision=Self-supervised2024.03 | 3.2 | |
| HRNet2021.08 | 3.34 | |
| DU-NetNormalization=Inter-ocular2020.06 | 3.35 | |
| PCLArchitecture=ResNet, Supervision=Self-supervised, Note=reproduction using official codes2024.03 | 3.35 | |
| DeCaFaExtra Data=true2021.08 | 3.39 | |
| LAB2019.11 | 3.49 | |
| LABNormalization=Inter-ocular2020.06 | 3.49 | |
| LAB2020.07 | 3.49 | |
| LABExtra Data=true2021.08 | 3.49 | |
| LDDMM-Face2021.08 | 3.53 | |
| DAN2021.08 | 3.62 | |
| LDDMM-FaceWeak-LF (training landmark fraction)=50%2021.08 | 3.67 | |
| AnchorFace2020.07 | 3.72 | |
| 3FabRec2019.11 | 3.82 | |
| 3FabRec2021.08 | 3.82 | |
| LaplaceKLtraining_data=70K2019.11 | 3.91 | |
| ODN2021.08 | 3.95 | |
| SAN2019.11 | 3.98 | |
| SANNormalization=Inter-ocular2020.06 | 3.98 | |
| SAN2020.07 | 3.98 | |
| SAN2021.08 | 3.98 | |
| WingNormalization=Inter-pupil2020.06 | 4.04 | |
| SBR2019.11 | 4.1 | |
| PropNetNormalization=Inter-pupil2020.06 | 4.1 | |
| CPM+SBRNormalization=Inter-ocular2020.06 | 4.1 | |
| SBR2020.07 | 4.1 | |
| ODN2019.11 | 4.17 | |
| ODN2020.07 | 4.17 | |
| AWingNormalization=Inter-pupil2020.06 | 4.31 | |
| PCD-CNNNormalization=Inter-ocular2020.06 | 4.44 | |
| PCD-CNN2020.07 | 4.44 | |
| DCFENormalization=Inter-pupil2020.06 | 4.55 | |
| DVLNNormalization=Inter-pupil2020.06 | 4.66 | |
| RCN+(L+ELT)Normalization=Inter-pupil2020.06 | 4.9 | |
| LABNormalization=Inter-pupil2020.06 | 4.92 | |
| RARNormalization=Inter-pupil2020.06 | 4.94 | |
| Two-Stage2020.07 | 4.96 | |
| Two-Stage2019.11 | 4.99 | |
| TSRNormalization=Inter-pupil2020.06 | 4.99 | |
| DSRN2019.11 | 5.21 | |
| DSRNNormalization=Inter-pupil2020.06 | 5.21 | |
| TCDCNNormalization=Inter-pupil2020.06 | 5.54 | |
| CFSS2019.11 | 5.76 | |
| CFSSNormalization=Inter-pupil2020.06 | 5.76 | |
| RDR2020.07 | 5.8 | |
| RAR2021.08 | 5.8 | |
| MDMNormalization=Inter-pupil2020.06 | 5.88 | |
| MDM2020.07 | 5.88 | |
| MDM2021.08 | 5.88 | |
| Pose-Invariant2020.07 | 6.3 | |
| LBF2019.11 | 6.32 | |
| LBFNormalization=Inter-pupil2020.06 | 6.32 | |
| SDMNormalization=Inter-pupil2020.06 | 7.5 | |
| SDM2019.11 | 7.52 | |
| CFANNormalization=Inter-pupil2020.06 | 7.69 |