# 3D Face Reconstruction on Feng LQ 1.0

Source: [3D Face Reconstruction on Feng LQ 1.0](<https://www.sota2.com/research/sota/3d-face-reconstruction-on-feng-lq-1-0>)

Collection index: [llms.txt](<https://www.sota2.com/research/llms.txt>)

Data updated: 2026-02-26T05:52:31.149Z

Evaluation of 3D Face Reconstruction performance on the Feng LQ 1.0 dataset, typically measured using Median, Mean, and Standard Deviation error in millimeters.

A research result applies to its stated dataset, split, metric and evaluation configuration. Compare like-for-like settings, preserve the metric's unit and direction, and distinguish paper-reported results from independent reproduction. The best result recorded here is not a claim of exhaustive, current global coverage.

| Scope | Recorded value |
| --- | --- |
| Task | 3D face reconstruction |
| Dataset (including any stated split) | Feng LQ 1.0 |
| Metric | Median Error (mm) |
| Unit | SCALAR |
| Direction | Lower is better |
| Results loaded | 7 of 7 |
| Coverage | All results currently returned for this benchmark |

Evaluation settings may differ between results. The original papers and recorded configurations are needed to establish comparability. A shared metric name alone does not establish an identical protocol.

## Metrics

- [Median Error (mm)](<https://www.sota2.com/research/sota/3d-face-reconstruction-on-feng-lq-1-0.md?metric=Median%20Error%20(mm)>): Lower is better; unit: SCALAR.

- [Mean Error (mm)](<https://www.sota2.com/research/sota/3d-face-reconstruction-on-feng-lq-1-0.md?metric=Mean%20Error%20(mm)>): Lower is better; unit: SCALAR.

- [Std Dev Error (mm)](<https://www.sota2.com/research/sota/3d-face-reconstruction-on-feng-lq-1-0.md?metric=Std%20Dev%20Error%20(mm)>): Lower is better; unit: SCALAR.

## Recorded results

| Method | Median Error (mm) | Result date | Report paper |
| --- | --- | --- | --- |
| DAD-3DNet | 1.624 | Not recorded | 68fa79271e209131cea7c492 |
| RingNet | 1.63 | Not recorded | 68fa65c71e209131cea0c761 |
| RingNet | 1.634 | Not recorded | 68fa79271e209131cea7c492 |
| 3DDFA-V2 | 1.779 | Not recorded | 68fa79271e209131cea7c492 |
| PRNet | 1.79 | Not recorded | 68fa65c71e209131cea0c761 |
| 3DMM-CNN | 1.88 | Not recorded | 68fa65c71e209131cea0c761 |
| Extreme3D | 2.4 | Not recorded | 68fa65c71e209131cea0c761 |

### DAD-3DNet

Median Error (mm): 1.624. Result ID: 6995c9013badfaffe6ccdbcf.

[Reporting paper](<https://www.sota2.com/research/paper/68fa79271e209131cea7c492.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa79271e209131cea7c492.md>)

[Implementation](<https://p.farm/research/dad-3dheads>)

Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction.

### RingNet

Median Error (mm): 1.63. Result ID: 698cc9998b517eb4331cbdbb.

[Reporting paper](<https://www.sota2.com/research/paper/68fa65c71e209131cea0c761.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa65c71e209131cea0c761.md>)

[Implementation](<http://ringnet.is.tuebingen.mpg.de/>)

Recorded evaluation configuration: {"3D supervision":"false","Evaluation subset":"1427 images"}. This record does not assert independent reproduction.

### RingNet

Median Error (mm): 1.634. Result ID: 6995c9013badfaffe6ccdbce.

[Reporting paper](<https://www.sota2.com/research/paper/68fa79271e209131cea7c492.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa65c71e209131cea0c761.md>)

[Implementation](<http://ringnet.is.tuebingen.mpg.de/>)

Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction.

### 3DDFA-V2

Median Error (mm): 1.779. Result ID: 6995c9013badfaffe6ccdbcd.

[Reporting paper](<https://www.sota2.com/research/paper/68fa79271e209131cea7c492.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa693c1e209131cea21131.md>)

[Implementation](<https://github.com/cleardusk/3DDFA_V2>)

Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction.

### PRNet

Median Error (mm): 1.79. Result ID: 698cc9998b517eb4331cbdb8.

[Reporting paper](<https://www.sota2.com/research/paper/68fa65c71e209131cea0c761.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa64261e209131cea02e71.md>)

[Implementation](<https://github.com/YadiraF/PRNet>)

Recorded evaluation configuration: {"3D supervision":"true","Evaluation subset":"1427 images"}. This record does not assert independent reproduction.

### 3DMM-CNN

Median Error (mm): 1.88. Result ID: 698cc9998b517eb4331cbdba.

[Reporting paper](<https://www.sota2.com/research/paper/68fa65c71e209131cea0c761.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa63071e209131ce9fc758.md>)

[Implementation](<https://www.sota2.com/www.openu.ac.il/home/hassner/projects/CNN3DMM>)

Recorded evaluation configuration: {"3D supervision":"true","Evaluation subset":"1427 images"}. This record does not assert independent reproduction.

### Extreme3D

Median Error (mm): 2.4. Result ID: 698cc9998b517eb4331cbdb9.

[Reporting paper](<https://www.sota2.com/research/paper/68fa65c71e209131cea0c761.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa64301e209131cea0352a.md>)

Recorded evaluation configuration: {"3D supervision":"true","Evaluation subset":"1427 images"}. This record does not assert independent reproduction.

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