# Tagged-to-cine MR Image Synthesis on Cross-scanner tagged-to-cine MR

Source: [Tagged-to-cine MR Image Synthesis on Cross-scanner tagged-to-cine MR](<https://www.sota2.com/research/sota/tagged-to-cine-mr-image-synthesis-on-cross-scanner-tagged-to-cine-mr>)

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

Data updated: 2026-02-26T05:47:58.820Z

Evaluation of models synthesizing Tagged-to-cine MR images using the Cross-scanner tagged-to-cine MR dataset, assessed using image quality metrics (L1, SSIM, PSNR, IS).

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 | Tagged-to-cine MR image synthesis |
| Dataset (including any stated split) | Cross-scanner tagged-to-cine MR |
| Metric | L1 Loss |
| Unit | SCALAR |
| Direction | Lower 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

- [L1 Loss](<https://www.sota2.com/research/sota/tagged-to-cine-mr-image-synthesis-on-cross-scanner-tagged-to-cine-mr.md?metric=L1%20Loss>): Lower is better; unit: SCALAR.

- [SSIM](<https://www.sota2.com/research/sota/tagged-to-cine-mr-image-synthesis-on-cross-scanner-tagged-to-cine-mr.md?metric=SSIM>): Higher is better; unit: SCALAR.

- [PSNR](<https://www.sota2.com/research/sota/tagged-to-cine-mr-image-synthesis-on-cross-scanner-tagged-to-cine-mr.md?metric=PSNR>): Higher is better; unit: SCALAR.

- [IS](<https://www.sota2.com/research/sota/tagged-to-cine-mr-image-synthesis-on-cross-scanner-tagged-to-cine-mr.md?metric=IS>): Higher is better; unit: SCALAR.

## Recorded results

| Method | L1 Loss | Result date | Report paper |
| --- | --- | --- | --- |
| GST | 158.6 | Not recorded | 68fa6a381e209131cea26af7 |
| GST-A | 159.5 | Not recorded | 68fa6a381e209131cea26af7 |
| GST-E | 159.8 | Not recorded | 68fa6a381e209131cea26af7 |
| GAUDA | 161.7 | Not recorded | 68fa6a381e209131cea26af7 |
| ADDA | 168.2 | Not recorded | 68fa6a381e209131cea26af7 |
| w/o UDA | 176.4 | Not recorded | 68fa6a381e209131cea26af7 |

### GST

L1 Loss: 158.6. Result ID: 698e1ee6ffc3901de09af2c7.

[Reporting paper](<https://www.sota2.com/research/paper/68fa6a381e209131cea26af7.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa6a381e209131cea26af7.md>)

Recorded evaluation configuration: {"uncertainty":"aleatoric + epistemic"}. This record does not assert independent reproduction.

### GST-A

L1 Loss: 159.5. Result ID: 698e1ee6ffc3901de09af2c8.

[Reporting paper](<https://www.sota2.com/research/paper/68fa6a381e209131cea26af7.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa6a381e209131cea26af7.md>)

Recorded evaluation configuration: {"uncertainty":"aleatoric"}. This record does not assert independent reproduction.

### GST-E

L1 Loss: 159.8. Result ID: 698e1ee6ffc3901de09af2c9.

[Reporting paper](<https://www.sota2.com/research/paper/68fa6a381e209131cea26af7.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa6a381e209131cea26af7.md>)

Recorded evaluation configuration: {"uncertainty":"epistemic"}. This record does not assert independent reproduction.

### GAUDA

L1 Loss: 161.7. Result ID: 698e1ee6ffc3901de09af2c6.

[Reporting paper](<https://www.sota2.com/research/paper/68fa6a381e209131cea26af7.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa673d1e209131cea151ff.md>)

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

### ADDA

L1 Loss: 168.2. Result ID: 698e1ee6ffc3901de09af2c5.

[Reporting paper](<https://www.sota2.com/research/paper/68fa6a381e209131cea26af7.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa66d21e209131cea129e2.md>)

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

### w/o UDA

L1 Loss: 176.4. Result ID: 698e1ee6ffc3901de09af2c4.

[Reporting paper](<https://www.sota2.com/research/paper/68fa6a381e209131cea26af7.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa65151e209131cea0821e.md>)

[Implementation](<https://github.com/phillipi/pix2pix>)

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

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