# Specular Albedo Reconstruction on Maya renders

Source: [Specular Albedo Reconstruction on Maya renders](<https://www.sota2.com/research/sota/specular-albedo-reconstruction-on-maya-renders>)

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

Data updated: 2026-02-26T06:03:21.493Z

Evaluation of models performing Specular Albedo Reconstruction on the Maya renders dataset, typically measured using SSIM and PSNR.

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 | Specular Albedo Reconstruction |
| Dataset (including any stated split) | Maya renders |
| Metric | SSIM |
| Unit | PERCENT |
| Direction | Higher is better |
| Results loaded | 5 of 5 |
| 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

- [SSIM](<https://www.sota2.com/research/sota/specular-albedo-reconstruction-on-maya-renders.md?metric=SSIM>): Higher is better; unit: PERCENT.

- [PSNR](<https://www.sota2.com/research/sota/specular-albedo-reconstruction-on-maya-renders.md?metric=PSNR>): Higher is better; unit: SCALAR.

## Recorded results

| Method | SSIM | Result date | Report paper |
| --- | --- | --- | --- |
| High Fidelity Monocular Face Reconstruction | 64.2 | Not recorded | 68fa6b431e209131cea2d151 |
| Yamaguchi et al. | 60.4 | Not recorded | 68fa6b431e209131cea2d151 |
| Dib et al. | 54.7 | Not recorded | 68fa6b431e209131cea2d151 |
| Lattas et al. | 51.6 | Not recorded | 68fa6b431e209131cea2d151 |
| Tran et al. | 45.2 | Not recorded | 68fa6b431e209131cea2d151 |

### High Fidelity Monocular Face Reconstruction

SSIM: 64.2. Result ID: 698e7428ffc3901de09db98f.

[Reporting paper](<https://www.sota2.com/research/paper/68fa6b431e209131cea2d151.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa6b431e209131cea2d151.md>)

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

### Yamaguchi et al.

SSIM: 60.4. Result ID: 698e7428ffc3901de09db993.

[Reporting paper](<https://www.sota2.com/research/paper/68fa6b431e209131cea2d151.md>)

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

### Dib et al.

SSIM: 54.7. Result ID: 698e7428ffc3901de09db990.

[Reporting paper](<https://www.sota2.com/research/paper/68fa6b431e209131cea2d151.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa69141e209131cea2010c.md>)

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

### Lattas et al.

SSIM: 51.6. Result ID: 698e7428ffc3901de09db992.

[Reporting paper](<https://www.sota2.com/research/paper/68fa6b431e209131cea2d151.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa673e1e209131cea15286.md>)

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

### Tran et al.

SSIM: 45.2. Result ID: 698e7428ffc3901de09db991.

[Reporting paper](<https://www.sota2.com/research/paper/68fa6b431e209131cea2d151.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa67cc1e209131cea187e7.md>)

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

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