Landmark Localization on 300W (Common)
2.41NMEADA
Evaluation results
| Method | Links | ||
|---|---|---|---|
| ADAYear=2020, Backbone=Hourglass2022.08 | 2.41 | — | |
| DTLDYear=2021, Backbone=ResNet-18, Pre-Trained=Yes, Decoder=Basic2022.08 | 2.59 | — | |
| DTLD+Year=2021, Backbone=ResNet-18, Pre-Trained=Yes, Decoder=Parallel2022.08 | 2.6 | — | |
| DAGYear=2020, Backbone=HRNet-W18, Pre-Trained=Yes2022.08 | 2.62 | — | |
| DTLD-sYear=2021, Backbone=ResNet-18, Pre-Trained=No, Decoder=Basic2022.08 | 2.67 | — | |
| AWING2021.09 | 2.72 | — | |
| AWingYear=2019, Backbone=Hourglass, Pre-Trained=No2022.08 | 2.72 | — | |
| BarrelNet-101Year=2021, Backbone=ResNet-101, Pre-Trained=Yes2022.08 | 2.73 | — | |
| LUVLiYear=2020, Backbone=DU-Net, Pre-Trained=No2022.08 | 2.76 | — | |
| PIPNet-101Year=2020, Backbone=ResNet-101, Pre-Trained=Yes2022.08 | 2.78 | — | |
| BarrelNet-18Year=2021, Backbone=ResNet-18, Pre-Trained=Yes2022.08 | 2.83 | — | |
| CHR2c2022.03 | 2.85 | — | |
| HRNetYear=2019, Backbone=HRNet-W18, Pre-Trained=Yes2022.08 | 2.87 | — | |
| PIPNet-18Year=2020, Backbone=ResNet-18, Pre-Trained=Yes2022.08 | 2.91 | — | |
| DeCaFaYear=2019, Backbone=Cascaded U-Net2022.08 | 2.93 | — | |
| LAB2021.09 | 2.98 | — | |
| LAB2022.03 | 2.98 | — | |
| LABYear=2018, Backbone=Hourglass2022.08 | 2.98 | — | |
| FaceSyntheticstraining_data=synthetic2021.09 | 3.09 | — | |
| LaplaceKL2021.09 | 3.19 | — | |
| FaceSyntheticstraining_data=synthetic, components=no clothing2021.09 | 3.2 | — | |
| AVSYear=2019, Backbone=ITN CPM, Pre-Trained=No2022.08 | 3.21 | — | |
| SAN2022.03 | 3.34 | — | |
| 3FabRec2021.09 | 3.36 | — | |
| FaceSyntheticstraining_data=synthetic, components=no hair or clothing2021.09 | 3.36 | — | |
| EF-3ACRbackbone=EfficientNet-B32022.03 | 3.36 | — | |
| FaceSyntheticstraining_data=real2021.09 | 3.37 | — | |
| HORNet2022.03 | 3.38 | — | |
| FaceSyntheticstraining_data=real, label_adaptation=none2021.09 | 3.44 | — | |
| HGsYear=2019, Backbone=Hourglass2022.08 | 3.45 | — | |
| ODN2021.09 | 3.56 | — | |
| ODN2022.03 | 3.56 | — | |
| mnv2KD2022.03 | 3.56 | — | |
| ODNYear=2019, Backbone=ResNet-18, Pre-Trained=Yes2022.08 | 3.56 | — | |
| MN_ACRNormalization Protocol=inter-ocular normalization2022.03 | 3.81 | — | |
| MobileNet+ASMLossNormalization Protocol=inter-ocular normalization2022.03 | 3.88 | — | |
| FaceSyntheticstraining_data=synthetic, augmentation=appearance2021.09 | 3.93 | — | |
| FARN2022.03 | 4.23 | — | |
| FaceSyntheticstraining_data=synthetic, augmentation=none2021.09 | 4.25 | — | |
| ASMNetNormalization Protocol=inter-ocular normalization2022.03 | 4.82 | — | |
| DOFNormalization Protocol=inter-pupil normalization2022.03 | 4.86 | — | |
| res_lossNormalization Protocol=inter-ocular normalization2022.03 | 4.93 | — | |
| MN_ACRNormalization Protocol=inter-pupil normalization2022.03 | 5.32 | — | |
| FaceSyntheticstraining_data=synthetic, label_adaptation=none2021.09 | 5.61 | — | |
| AWINGYear=2019, Normalization Protocol=Inter-Ocular2020.04 | — | 2.72 | |
| CPM+SBR2019.04 | — | 3.28 | |
| CPM+SBRYear=2018, Normalization Protocol=Inter-Ocular2020.04 | — | 3.28 | |
| DAN2019.04 | — | 3.19 | |
| DAN-MENPO2019.04 | — | 3.09 | |
| DeCaFA2019.04 | — | 2.93 | |
| Deep Adaptive GraphYear=2020, Normalization Protocol=Inter-Ocular2020.04 | — | 2.62 | |
| HG-HSLEYear=2019, Normalization Protocol=Inter-Ocular2020.04 | — | 2.85 | |
| HRNet18Year=2019, Normalization Protocol=Inter-Ocular2020.04 | — | 2.91 | |
| LAB2019.04 | — | 2.98 | |
| LABYear=2018, Normalization Protocol=Inter-Ocular2020.04 | — | 2.98 | |
| LUVLiYear=2020, Normalization Protocol=Inter-Ocular2020.04 | — | 2.76 | |
| ODNYear=2019, Normalization Protocol=Inter-Ocular2020.04 | — | 3.56 | |
| PCD-CNN2019.04 | — | 3.67 | |
| PCD-CNNYear=2018, Normalization Protocol=Inter-Ocular2020.04 | — | 3.67 | |
| SAN2019.04 | — | 3.34 | |
| SANYear=2018, Normalization Protocol=Inter-Ocular2020.04 | — | 3.34 | |
| STYLEYear=2019, Normalization Protocol=Inter-Ocular2020.04 | — | 3.21 |