数据来源：paperwithcode.com
文章目录
三维人脸重建
数据集： Florence
Metric: Mean NME
| model |
Mean NME ↓ \downarrow ↓ |
year |
|---|---|---|
| 3DDFAv2 | 3.56% | 2020 |
| PRN | 3.7551% | 2018 |
| VRN-Guided | 5.2667% | 2017 |
| 3DDFA | 6.3833% | 2015 |
Metric: Average 3D Error
| model |
Average 3D Error ↓ \downarrow ↓ |
year |
|---|---|---|
| GANFit | 0.95 | 2018 |
| Unsupervised-3DMMR | 1.50 | 2018 |
| itwmm | 1.82 | 2017 |
| 3DMM-CNN | 1.93 | 2016 |
数据集：AFLW2000-3D
Metric: Mean NME
| model |
Mean NME ↓ \downarrow ↓ |
year |
|---|---|---|
| PRN | 3.9625% | 2018 |
| 3DDFA | 5.3695% | 2015 |
| DeFA | 5.6454% | 2017 |
人脸对齐
数据集： LS3D-W Balanced
Metric: AUC0.07
| model | AUC0.07 | year |
|---|---|---|
| 3D-FAN | 72.3% | 2017 |
数据集：AFLW
Metric:Mean NME
| model |
Mean NME ↓ \downarrow ↓ |
year |
|---|---|---|
| 3DDFAv2 | 4.43 | 2020 |
| 3DDFA | 4.55 | 2018 |
数据集：AFLW2000-3D
Metric:Mean NME
| model |
Mean NME ↓ \downarrow ↓ |
year |
|---|---|---|
| 3DDFAv2 | 3.51% | 2020 |
| 2DASL | 3.53% | 2019 |
| PRN | 3.62% | 2018 |
| 3DDFA | 3.79% | 2018 |
| 3DSTN | 4.49% | 2017 |
| DeFA | 4.50% | 2017 |
| 3DDFA+SDM | 4.94% | 2015 |
数据集：AFLW2000
Metric:Error Rate
| model |
Error Rate ↓ \downarrow ↓ |
year |
|---|---|---|
| Nonlinear 3d face morphable model | 4.70 | 2018 |
| MCL | 5.38 | 2018 |
| 3DDFA | 8.250 | 2015 |
| FAN | 8.714 | 2017 |
| Dlib | 10.545 | 2014 |
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