Landmark Localization on IBUG 300-W (test)
7.56NME (%)Lv et. al
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| Lv et. al2017.09 | 7.56 | 4.36 | 4.99 | |
| RCN+Loss components=L + ELT, Training strategy=all-train2017.09 | 7.78 | 4.2 | 4.9 | |
| HF-ResNetBackbone=ResNet, Points=68-point2016.03 | 8.18 | — | — | |
| RCN+Loss components=L + ELT2017.09 | 8.2 | 4.34 | 5.1 | |
| RAR2017.09 | 8.35 | 4.12 | 4.94 | |
| RCN+ denoising2017.09 | 8.44 | 4.67 | 5.41 | |
| RCN+Loss components=Landmark (L)2017.09 | 8.47 | 4.47 | 5.26 | |
| TCDCN2016.03 | 8.6 | — | — | |
| TCDCN*2017.09 | 8.6 | 4.8 | 5.54 | |
| RCN2017.09 | 9 | 4.7 | 5.54 | |
| Seq-MTLoss components=L + ELT2017.09 | 9.53 | 4.84 | 5.74 | |
| CFSS2016.03 | 9.98 | — | — | |
| CFSS2017.09 | 9.98 | 4.73 | 5.76 | |
| Seq-MTLoss components=Landmark (L)2017.09 | 10.24 | 4.93 | 5.95 | |
| 3DDFA2016.03 | 10.59 | — | — | |
| HyperFacePoints=68-point2016.03 | 10.88 | — | — | |
| Comm-MTLoss components=Landmark (L)2017.09 | 11.04 | 5.68 | 6.73 | |
| LDDR2016.03 | 11.49 | — | — | |
| LBF2016.03 | 11.98 | — | — | |
| LBF2017.09 | 11.98 | 4.95 | 6.32 | |
| Heatmap-MTLoss components=Landmark (L)2017.09 | 13.56 | 6.18 | 7.62 | |
| SDM2016.03 | 15.4 | — | — | |
| SDM2017.09 | 15.4 | 5.57 | 7.5 | |
| CFAN2017.09 | 16.78 | 5.5 | 7.69 | |
| ESR2016.03 | 17 | — | — | |
| ESR2017.09 | 17 | 5.28 | 7.58 | |
| RCPR2016.03 | 17.26 | — | — | |
| RCPR2017.09 | 17.26 | 6.18 | 8.35 | |
| CDM2016.03 | 19.54 | — | — | |
| CDM2017.09 | 19.54 | 10.1 | 11.94 | |
| DRMF2017.09 | 19.79 | 6.65 | 9.22 | |
| ERT2017.09 | — | 6.4 | — |