Facial Landmark Detection on 300-W Challenging Subset
4.93Mean ErrorStructure Coherence Component
Evaluation Results
| Method | Links | |
|---|---|---|
| Structure Coherence Component2020.06 | 4.93 | |
| HRNet2020.06 | 5.15 | |
| LAB2020.06 | 5.19 | |
| DeCaFA2020.06 | 5.26 | |
| Ours w SANNormalization Protocol=Inter-ocular Normalization, training=style-augmented2019.08 | 6.49 | |
| SANBounding Box Source=Ground Truth (GT)2018.03 | 6.6 | |
| SANNormalization Protocol=Inter-ocular Normalization2019.08 | 6.6 | |
| SAN2020.06 | 6.6 | |
| Ours w Res-18Normalization Protocol=Inter-pupil Normalization, training=style-augmented2019.08 | 7.21 | |
| Ours w LABNormalization Protocol=Inter-pupil Normalization, training=style-augmented2019.08 | 7.32 | |
| LABNormalization Protocol=Inter-pupil Normalization2019.08 | 7.41 | |
| Two-StageBounding Box Source=Ground Truth (GT)2018.03 | 7.42 | |
| DCFENormalization Protocol=Inter-pupil Normalization2019.08 | 7.54 | |
| SANBounding Box Source=Official Detector (OD)2018.03 | 7.55 | |
| Two-StageBounding Box Source=Official Detector (OD)2018.03 | 7.56 | |
| TSRNormalization Protocol=Inter-pupil Normalization2019.08 | 7.56 | |
| CPM+SBR2020.06 | 7.58 | |
| PCD-CNNNormalization Protocol=Inter-ocular Normalization2019.08 | 7.62 | |
| PCD-CNN2020.06 | 7.62 | |
| RARNormalization Protocol=Inter-pupil Normalization2019.08 | 8.35 | |
| Res-18Normalization Protocol=Inter-pupil Normalization2019.08 | 8.41 | |
| RCNNormalization Protocol=Inter-pupil Normalization2019.08 | 8.44 | |
| TCDCNlandmarks=682014.08 | 8.6 | |
| TCDCN2018.03 | 8.6 | |
| TCDCNNormalization Protocol=Inter-pupil Normalization2019.08 | 8.6 | |
| RDR2018.03 | 8.95 | |
| RDRNormalization Protocol=Inter-ocular Normalization2019.08 | 8.95 | |
| Pose-Invariant2018.03 | 9.88 | |
| PIFANormalization Protocol=Inter-ocular Normalization2019.08 | 9.88 | |
| SeqMTNormalization Protocol=Inter-pupil Normalization2019.08 | 9.93 | |
| CFSSlandmarks=682014.08 | 9.98 | |
| CFSS2018.03 | 9.98 | |
| CFSSNormalization Protocol=Inter-pupil Normalization2019.08 | 9.98 | |
| MDM2018.03 | 10.14 | |
| 3DDFANormalization Protocol=Inter-pupil Normalization2019.08 | 10.59 | |
| LBFlandmarks=682014.08 | 11.98 | |
| LBF2018.03 | 11.98 | |
| LBFNormalization Protocol=Inter-pupil Normalization2019.08 | 11.98 | |
| SDMlandmarks=682014.08 | 15.4 | |
| SDM2018.03 | 15.4 | |
| SDMNormalization Protocol=Inter-pupil Normalization2019.08 | 15.4 | |
| CFANlandmarks=682014.08 | 16.78 | |
| CFANNormalization Protocol=Inter-pupil Normalization2019.08 | 16.78 | |
| ESRlandmarks=682014.08 | 17 | |
| ESR2018.03 | 17 | |
| ESRNormalization Protocol=Inter-pupil Normalization2019.08 | 17 | |
| RCPRlandmarks=682014.08 | 17.26 | |
| CDMlandmarks=682014.08 | 19.54 | |
| DRMFlandmarks=682014.08 | 19.79 |