Facial Landmark Detection on COFW
4.46NMEORFormer
Evaluation results
| Method | Links | |||||
|---|---|---|---|---|---|---|
| ORFormer2026.02 | 4.46 | — | — | — | — | |
| OccFace2026.02 | 4.53 | — | — | — | — | |
| STAR loss (smooth-l1 distance)Backbone=Hourglass, Param. (M)=13.372023.06 | 4.62 | — | — | — | — | |
| STAR2026.02 | 4.62 | — | — | — | — | |
| HIHBackbone=Hourglass, Param. (M)=22.682023.06 | 4.63 | — | — | — | — | |
| HIH2026.02 | 4.63 | — | — | — | — | |
| ADNetBackbone=Hourglass, Param. (M)=13.372023.06 | 4.68 | — | — | — | — | |
| ADNet2026.02 | 4.68 | — | — | — | — | |
| SLPTBackbone=HRNet-W18C-lite, Param. (M)=9.982023.06 | 4.79 | — | — | — | — | |
| SLPT2026.02 | 4.79 | — | — | — | — | |
| ViTPose2026.02 | 4.85 | — | — | — | — | |
| AwingBackbone=Hourglass, Param. (M)=25.12023.06 | 4.94 | — | — | — | — | |
| AWing2026.02 | 4.94 | — | — | — | — | |
| WingBackbone=ResNet-50, Param. (M)=252023.06 | 5.44 | — | — | — | — | |
| ADNetRemarks=ICCV '212024.02 | — | 4.68 | 59 | — | — | |
| ADNet# Params (M)=13.4, FLOPs=17.0G2026.05 | — | — | — | — | 4.69 | |
| AVS# Params (M)=28.3, FLOPs=2.4G2026.05 | — | — | — | — | 4.43 | |
| AWing# Params (M)=24.2, FLOPs=26.8G2026.05 | — | — | — | — | 4.94 | |
| D-ViT# Params (M)=67.3, FLOPs=21.8G2026.05 | — | — | — | — | 4.13 | |
| DTLDRemarks=CVPR '222024.02 | — | 3.02 | — | — | — | |
| FaRLRemarks=CVPR '222024.02 | — | 3.11 | 12 | — | — | |
| FiFA2024.02 | — | 2.96 | 0 | — | — | |
| HIHRemarks=ICCVW '212024.02 | — | 3.21 | 0 | — | — | |
| HIH# Params (M)=22.7, FLOPs=17.2G2026.05 | — | — | — | 3.21 | 4.63 | |
| HRNet# Params (M)=9.7, FLOPs=4.8G2026.05 | — | — | — | 3.45 | — | |
| LAB# Params (M)=25.1, FLOPs=18.9G2026.05 | — | — | — | 3.92 | 5.58 | |
| PIP# Params (M)=45.7, FLOPs=10.5G2026.05 | — | — | — | 3.45 | — | |
| PoPos# Params (M)=9.7, FLOPs=1.2G2026.05 | — | — | — | — | 3.8 | |
| PropNetRemarks=CVPR '202024.02 | — | 3.71 | 20 | — | — | |
| RHT-R2026.05 | — | — | — | — | 4.42 | |
| SDFLFLOPs=5.2G2026.05 | — | — | — | 3.63 | — | |
| SH-FANRemarks=BMVC '212024.02 | — | 3.02 | 0 | — | — | |
| SLPTRemarks=CVPR '222024.02 | — | 3.32 | 59 | — | — | |
| SLPT# Params (M)=13.2, FLOPs=6.1G2026.05 | — | — | — | 3.32 | 4.63 | |
| STARLoss# Params (M)=13.42026.05 | — | — | — | — | 4.62 | |
| WorldComp2D# Params (M)=2.4, FLOPs=293.7M2026.05 | — | — | — | 5.16 | 7.43 |