Face Alignment on COFW (test)
3.71NMEPropNet
Evaluation results
| Method | Links | |||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| PropNet2020.06 | 3.71 | — | — | 0.2 | — | — | — | — | — | — | — | |
| LAB2020.06 | 3.92 | — | — | 0.39 | — | — | — | — | — | — | — | |
| ADNet2021.09 | 4.68 | 0.59 | 0.5317 | — | — | — | — | — | — | — | — | |
| Awing2021.09 | 4.94 | 0.99 | 0.644 | — | — | — | — | — | — | — | — | |
| AWing2019.04 | 4.94 | — | 48.82 | 0.99 | 39.11 | 5.52 | — | — | — | — | — | |
| Awing2020.06 | 4.94 | — | — | 0.99 | — | — | — | — | — | — | — | |
| MHHNcomponents=MCG, HSR2020.10 | 4.95 | — | — | — | — | — | 1.78 | — | — | — | — | |
| MNN+ORNormalization=Full pupils2022.02 | 5.04 | — | — | — | — | — | — | — | — | — | — | |
| CHR2CNormalization=Full pupils2022.02 | 5.09 | — | — | — | — | — | — | — | — | — | — | |
| 3DDENormalization=Full pupils2022.02 | 5.11 | — | — | — | — | — | — | — | — | — | — | |
| DCFE2021.09 | 5.27 | 7.29 | 0.3586 | — | — | — | — | — | — | — | — | |
| DCFE2019.04 | 5.27 | — | — | — | 35.86 | 7.29 | — | — | — | — | — | |
| ODN2020.10 | 5.3 | — | — | — | — | — | — | — | — | — | — | |
| ODNNormalization=Full pupils2022.02 | 5.3 | — | — | — | — | — | — | — | — | — | — | |
| HGs+MCGcomponents=MCG2020.10 | 5.31 | — | — | — | — | — | 3.16 | — | — | — | — | |
| Wing2021.09 | 5.44 | 3.75 | — | — | — | — | — | — | — | — | — | |
| Wing2019.04 | 5.44 | — | — | 3.75 | — | — | — | — | — | — | — | |
| Wing2020.06 | 5.44 | — | — | 3.75 | — | — | — | — | — | — | — | |
| WingNormalization=Full pupils2022.02 | 5.44 | — | — | — | — | — | — | — | — | — | — | |
| LAB2020.10 | 5.58 | — | — | — | — | — | 2.76 | — | — | — | — | |
| Human2021.09 | 5.6 | — | — | — | — | — | — | — | — | — | — | |
| Human2019.04 | 5.6 | — | — | 0 | — | — | — | — | — | — | — | |
| SHN2019.04 | 5.6 | — | — | — | — | — | — | — | — | — | — | |
| Human2020.06 | 5.6 | — | — | — | — | — | — | — | — | — | — | |
| human2020.10 | 5.6 | — | — | — | — | — | — | — | — | — | — | |
| SHNNormalization=Full pupils2022.02 | 5.6 | — | — | — | — | — | — | — | — | — | — | |
| HGs+HSRcomponents=HSR2020.10 | 5.62 | — | — | — | — | — | 3.75 | — | — | — | — | |
| MNNNormalization=Full pupils2022.02 | 5.65 | — | — | — | — | — | — | — | — | — | — | |
| CRD2020.10 | 5.72 | — | — | — | — | — | 3.76 | — | — | — | — | |
| PCD-CNN2019.04 | 5.77 | — | — | 3.73 | — | — | — | — | — | — | — | |
| PCD-CNNNormalization=Full pupils2022.02 | 5.77 | — | — | — | — | — | — | — | — | — | — | |
| Wu et al2021.09 | 5.93 | — | — | — | — | — | — | — | — | — | — | |
| RFLD2018.08 | 5.93 | — | — | — | — | — | — | — | — | — | — | |
| Wu et al.2019.04 | 5.93 | — | — | — | — | — | — | — | — | — | — | |
| Wu et al.Normalization=Full pupils, citation=[55]2022.02 | 5.93 | — | — | — | — | — | — | — | — | — | — | |
| CAM2020.10 | 5.95 | — | — | — | — | — | 3.94 | — | — | — | — | |
| ECTNormalization=Full pupils2022.02 | 5.98 | — | — | — | — | — | — | — | — | — | — | |
| MCL2018.08 | 6 | — | — | — | — | — | — | — | — | — | — | |
| DAC-CSR2021.09 | 6.03 | 4.73 | — | — | — | — | — | — | — | — | — | |
| RARSpeed (FPS)=4 (GPU)2016.11 | 6.03 | — | — | 4.14 | — | — | — | — | — | — | — | |
| DAC-CSRSpeed (FPS)=102016.11 | 6.03 | — | — | 4.73 | — | — | — | — | — | — | — | |
| RAR2018.08 | 6.03 | — | — | — | — | — | — | — | — | — | — | |
| RAR2019.04 | 6.03 | — | — | 4.14 | — | — | — | — | — | — | — | |
| DAC-CSR2019.04 | 6.03 | — | — | 4.73 | — | — | — | — | — | — | — | |
| DAC-CSR2020.06 | 6.03 | — | — | 4.73 | — | — | — | — | — | — | — | |
| RAR2020.10 | 6.03 | — | — | — | — | — | 4.14 | — | — | — | — | |
| DAC-CSR2020.10 | 6.03 | — | — | — | — | — | 4.73 | — | — | — | — | |
| HGs2020.10 | 6.21 | — | — | — | — | — | 5.52 | — | — | — | — | |
| CFT2018.08 | 6.33 | — | — | — | — | — | — | — | — | — | — | |
| FLD+PDE2018.08 | 6.4 | — | — | — | — | — | — | — | — | — | — | |
| Wu et al.Normalization=Full pupils, citation=[43]2022.02 | 6.4 | — | — | — | — | — | — | — | — | — | — | |
| DRDASpeed (FPS)=N.A.2016.11 | 6.46 | — | — | 6 | — | — | — | — | — | — | — | |
| DRDA2020.10 | 6.46 | — | — | — | — | — | 6 | — | — | — | — | |
| CCRSpeed (FPS)=692016.11 | 7.03 | — | — | 10.9 | — | — | — | — | — | — | — | |
| CCR2020.10 | 7.03 | — | — | — | — | — | 10.9 | — | — | — | — | |
| RCRCSpeed (FPS)=222016.11 | 7.3 | — | — | 12 | — | — | — | — | — | — | — | |
| HPMSpeed (FPS)=0.032016.11 | 7.5 | — | — | 13 | — | — | — | — | — | — | — | |
| HPM2020.10 | 7.5 | — | — | — | — | — | 13 | — | — | — | — | |
| TCDCN2021.09 | 8.05 | — | — | — | — | — | — | — | — | — | — | |
| TCDCN2018.08 | 8.05 | — | — | — | — | — | — | — | — | — | — | |
| TCDCN2019.04 | 8.05 | — | — | — | — | — | — | — | — | — | — | |
| TCDCN2020.06 | 8.05 | — | — | — | — | — | — | — | — | — | — | |
| TCDCNNormalization=Full pupils2022.02 | 8.05 | — | — | — | — | — | — | — | — | — | — | |
| RCPR2021.09 | 8.5 | 20 | — | — | — | — | — | — | — | — | — | |
| RCPRSpeed (FPS)=32016.11 | 8.5 | — | — | 20 | — | — | — | — | — | — | — | |
| RCPR2018.08 | 8.5 | — | — | — | — | — | — | — | — | — | — | |
| RCPR2020.06 | 8.5 | — | — | 20 | — | — | — | — | — | — | — | |
| PCPR2020.10 | 8.5 | — | — | — | — | — | 20 | — | — | — | — | |
| RCPRNormalization=Full pupils2022.02 | 8.5 | — | — | — | — | — | — | — | — | — | — | |
| SDM2018.08 | 11.14 | — | — | — | — | — | — | — | — | — | — | |
| ESRSpeed (FPS)=42016.11 | 11.2 | — | — | 36 | — | — | — | — | — | — | — | |
| ESR2018.08 | 11.2 | — | — | — | — | — | — | — | — | — | — | |
| ADNetYear=ICCV20212021.04 | — | — | — | — | — | — | — | — | — | 4.68 | 0.59 | |
| AWingYear=ICCV20192021.04 | — | — | — | — | — | — | — | — | — | 4.94 | 0.99 | |
| DAC-CSRYear=CVPR20172021.04 | — | — | — | — | — | — | — | — | — | 6.03 | 4.73 | |
| DCFEYear=ECCV20182021.04 | — | — | — | — | — | — | — | — | — | 5.27 | 7.29 | |
| HIH BYear=ours2021.04 | — | — | — | — | — | — | — | 3.21 | 0 | 4.63 | 0.39 | |
| HIH SYear=ours2021.04 | — | — | — | — | — | — | — | 3.25 | 0 | 4.69 | 0.59 | |
| HIH TYear=ours2021.04 | — | — | — | — | — | — | — | 3.35 | 0 | 4.83 | 0.59 | |
| HRNetYear=TPAMI20202021.04 | — | — | — | — | — | — | — | 3.45 | 0.2 | — | — | |
| HumanYear=ICCV20132021.04 | — | — | — | — | — | — | — | — | — | 5.6 | — | |
| LABYear=CVPR20182021.04 | — | — | — | — | — | — | — | 3.92 | 0.39 | 5.58 | 2.76 | |
| MHHNYear=TIP20202021.04 | — | — | — | — | — | — | — | — | — | 4.95 | 1.78 | |
| SDFLYear=TIP20212021.04 | — | — | — | — | — | — | — | 3.63 | 0 | — | — | |
| SHN-GCNYear=TIP20202021.04 | — | — | — | — | — | — | — | — | — | 5.67 | 2.36 | |
| SLPTYear=CVPR20222021.04 | — | — | — | — | — | — | — | 3.32 | 0 | 4.79 | 1.18 | |
| WingYear=CVPR20182021.04 | — | — | — | — | — | — | — | — | — | 5.44 | 3.75 |