# 3D Face Reconstruction and Decomposition on FaceScape 5 views (sparse views)

Source: [3D Face Reconstruction and Decomposition on FaceScape 5 views (sparse views)](<https://www.sota2.com/research/sota/3d-face-reconstruction-and-decomposition-on-facescape-5-views-sparse-views>)

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

Data updated: 2026-02-26T05:56:18.987Z

Evaluation of 3D face reconstruction and decomposition performance using the sparse 5-view subset of the FaceScape dataset, measured using image quality metrics (PSNR, SSIM, LPIPS) and geometric metrics (CD).

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 and Decomposition |
| Dataset (including any stated split) | FaceScape 5 views (sparse views) |
| Metric | PSNR |
| Unit | SCALAR |
| Direction | Higher is better |
| Results loaded | 6 of 6 |
| 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

- [PSNR](<https://www.sota2.com/research/sota/3d-face-reconstruction-and-decomposition-on-facescape-5-views-sparse-views.md?metric=PSNR>): Higher is better; unit: SCALAR.

- [SSIM](<https://www.sota2.com/research/sota/3d-face-reconstruction-and-decomposition-on-facescape-5-views-sparse-views.md?metric=SSIM>): Higher is better; unit: SCALAR.

- [LPIPS](<https://www.sota2.com/research/sota/3d-face-reconstruction-and-decomposition-on-facescape-5-views-sparse-views.md?metric=LPIPS>): Lower is better; unit: SCALAR.

- [CD](<https://www.sota2.com/research/sota/3d-face-reconstruction-and-decomposition-on-facescape-5-views-sparse-views.md?metric=CD>): Lower is better; unit: SCALAR.

## Recorded results

| Method | PSNR | Result date | Report paper |
| --- | --- | --- | --- |
| SFDM | 26.73 | Not recorded | 68fa777a1e209131cea73727 |
| DeformHead | 26.41 | Not recorded | 68fa777a1e209131cea73727 |
| NeuFace | 25.81 | Not recorded | 68fa777a1e209131cea73727 |
| VolSDF | 25.45 | Not recorded | 68fa777a1e209131cea73727 |
| TensoIR | 24.61 | Not recorded | 68fa777a1e209131cea73727 |
| PhySG | 22.69 | Not recorded | 68fa777a1e209131cea73727 |

### SFDM

PSNR: 26.73. Result ID: 699494dd3a6c3148491e2a8e.

[Reporting paper](<https://www.sota2.com/research/paper/68fa777a1e209131cea73727.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa777a1e209131cea73727.md>)

Recorded evaluation configuration: {"Relight":true}. This record does not assert independent reproduction.

### DeformHead

PSNR: 26.41. Result ID: 699494dd3a6c3148491e2a8a.

[Reporting paper](<https://www.sota2.com/research/paper/68fa777a1e209131cea73727.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa70541e209131cea4a482.md>)

Recorded evaluation configuration: {"Relight":false}. This record does not assert independent reproduction.

### NeuFace

PSNR: 25.81. Result ID: 699494dd3a6c3148491e2a8d.

[Reporting paper](<https://www.sota2.com/research/paper/68fa777a1e209131cea73727.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa6ee91e209131cea42d5f.md>)

Recorded evaluation configuration: {"Relight":true}. This record does not assert independent reproduction.

### VolSDF

PSNR: 25.45. Result ID: 699494dd3a6c3148491e2a89.

[Reporting paper](<https://www.sota2.com/research/paper/68fa777a1e209131cea73727.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa6b631e209131cea2df4c.md>)

Recorded evaluation configuration: {"Relight":false}. This record does not assert independent reproduction.

### TensoIR

PSNR: 24.61. Result ID: 699494dd3a6c3148491e2a8c.

[Reporting paper](<https://www.sota2.com/research/paper/68fa777a1e209131cea73727.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa72931e209131cea57383.md>)

Recorded evaluation configuration: {"Relight":true}. This record does not assert independent reproduction.

### PhySG

PSNR: 22.69. Result ID: 699494dd3a6c3148491e2a8b.

[Reporting paper](<https://www.sota2.com/research/paper/68fa777a1e209131cea73727.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa69b21e209131cea23807.md>)

Recorded evaluation configuration: {"Relight":true}. This record does not assert independent reproduction.

Page 1 of 1. This is an index page, not the full collection.