Face Alignment on WFLW (All)
3.96NME (%)MCF
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| MCFArchitecture=ViT, Supervision=Self-supervised2024.03 | 3.96 | 0.609 | 1.4 | |
| STARArchitecture=Hourglass, Supervision=Supervised2024.03 | 4.02 | 0.605 | 2.32 | |
| DTLDArchitecture=ResNet, Supervision=Supervised2024.03 | 4.08 | — | 2.76 | |
| RePFormerArchitecture=ResNet, Supervision=Supervised2024.03 | 4.11 | — | — | |
| FRAArchitecture=ResNet, Supervision=Self-supervised2024.03 | 4.11 | 0.591 | 2.53 | |
| ADNetArchitecture=Hourglass, Supervision=Supervised2024.03 | 4.14 | 0.602 | 2.72 | |
| SLPTArchitecture=ResNet, Supervision=Supervised2024.03 | 4.2 | 0.588 | 3.04 | |
| BYOLArchitecture=ResNet, Supervision=Self-supervised2024.03 | 4.29 | 0.579 | 2.96 | |
| AWing2020.04 | 4.36 | 0.572 | 2.84 | |
| LUVLi2020.04 | 4.37 | 0.577 | 3.12 | |
| AVS2020.04 | 4.39 | 0.591 | 4.08 | |
| LEWELArchitecture=ResNet, Supervision=Self-supervised2024.03 | 4.52 | 0.563 | 4.5 | |
| Bulat et al.Architecture=ResNet, Supervision=Self-supervised2024.03 | 4.57 | — | — | |
| DeCaFadata-augmentation=true2020.04 | 4.62 | 0.563 | 4.84 | |
| PCLArchitecture=ResNet, Supervision=Self-supervised, Note=reproduction using official codes2024.03 | 4.84 | 0.535 | 6.18 | |
| Wing2020.04 | 5.11 | 0.554 | 6 | |
| LABboundary-supervision=true2020.04 | 5.27 | 0.532 | 7.56 | |
| AWingGTBbox=true2019.04 | 7.21 | 0.3337 | 9.2 | |
| AWingGTBbox=false2019.04 | 7.38 | 0.312 | 13.5 | |
| Wing2019.04 | 8.75 | 0.31 | 22.7 | |
| CFSS2020.04 | 9.07 | 0.366 | 20.56 | |
| LAB2019.04 | 10.24 | 0.2345 | 28.83 | |
| DVLN2020.04 | 10.84 | 0.456 | 10.84 | |
| DVLN2019.04 | 11.54 | 0.1474 | 46.93 | |
| CFSS2019.04 | 21.36 | 0.0632 | 66.26 | |
| SDM2019.04 | 24.1 | 0.0226 | 84.36 | |
| ESR2019.04 | 25.88 | 0.0177 | 90.18 |