# Sinogram Reconstruction on ChromSTET 2025

Source: [Sinogram Reconstruction on ChromSTET 2025](<https://www.sota2.com/research/sota/sinogram-reconstruction-on-chromstet-2025>)

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

Data updated: 2026-06-18T06:51:58.133Z

Evaluation of Sinogram Reconstruction models using the ChromSTET 2025 dataset, reporting image quality metrics including PSNR, SSIM, and LPIPS.

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 | Sinogram Reconstruction |
| Dataset (including any stated split) | ChromSTET 2025 |
| Metric | PSNR |
| Unit | SCALAR |
| Direction | Higher is better |
| Results loaded | 3 of 3 |
| 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/sinogram-reconstruction-on-chromstet-2025.md?metric=PSNR>): Higher is better; unit: SCALAR.

- [SSIM](<https://www.sota2.com/research/sota/sinogram-reconstruction-on-chromstet-2025.md?metric=SSIM>): Higher is better; unit: PERCENT.

- [LPIPS](<https://www.sota2.com/research/sota/sinogram-reconstruction-on-chromstet-2025.md?metric=LPIPS>): Lower is better; unit: SCALAR.

## Recorded results

| Method | PSNR | Result date | Report paper |
| --- | --- | --- | --- |
| MRSDE w/ RNSD+ | 35.91 | Not recorded | 68fa79f11e209131cea802be |
| MRSDE w/o RNSD+ | 32.03 | Not recorded | 68fa79f11e209131cea802be |
| NafNet | 27.77 | Not recorded | 68fa79f11e209131cea802be |

### MRSDE w/ RNSD+

PSNR: 35.91. Result ID: 6a339389fbc373592c303682.

[Reporting paper](<https://www.sota2.com/research/paper/68fa79f11e209131cea802be.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa79f11e209131cea802be.md>)

Recorded evaluation configuration: {"Domain":"Sinogram Domain"}. This record does not assert independent reproduction.

### MRSDE w/o RNSD+

PSNR: 32.03. Result ID: 6a339389fbc373592c303681.

[Reporting paper](<https://www.sota2.com/research/paper/68fa79f11e209131cea802be.md>)

Recorded evaluation configuration: {"Domain":"Sinogram Domain"}. This record does not assert independent reproduction.

### NafNet

PSNR: 27.77. Result ID: 6a339389fbc373592c303680.

[Reporting paper](<https://www.sota2.com/research/paper/68fa79f11e209131cea802be.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa6d1d1e209131cea37def.md>)

[Implementation](<https://www.sota2.com/github.com/megvii-research/NAFNet>)

Recorded evaluation configuration: {"Domain":"Sinogram Domain"}. This record does not assert independent reproduction.

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