# CT Reconstruction on Medical Segmentation Decathlon CT Task\_06 Lung 1 (test)

Source: [CT Reconstruction on Medical Segmentation Decathlon CT Task\_06 Lung 1 (test)](<https://www.sota2.com/research/sota/ct-reconstruction-on-medical-segmentation-decathlon-ct-task_06-lung-1-test>)

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

Data updated: 2026-03-04T09:24:22.056Z

Evaluation of CT Reconstruction performance on the test split of Task 06 (Lung) from the Medical Segmentation Decathlon challenge, using metrics like PSNR and SSIM.

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 | CT Reconstruction |
| Dataset (including any stated split) | Medical Segmentation Decathlon CT Task\_06 Lung 1 (test) |
| Metric | PSNR |
| Unit | SCALAR |
| Direction | Higher is better |
| Results loaded | 8 of 8 |
| 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/ct-reconstruction-on-medical-segmentation-decathlon-ct-task_06-lung-1-test.md?metric=PSNR>): Higher is better; unit: SCALAR.

- [SSIM](<https://www.sota2.com/research/sota/ct-reconstruction-on-medical-segmentation-decathlon-ct-task_06-lung-1-test.md?metric=SSIM>): Higher is better; unit: SCALAR.

- [Data Fit Score](<https://www.sota2.com/research/sota/ct-reconstruction-on-medical-segmentation-decathlon-ct-task_06-lung-1-test.md?metric=Data%20Fit%20Score>): Higher is better; unit: SCALAR.

## Recorded results

| Method | PSNR | Result date | Report paper |
| --- | --- | --- | --- |
| FMCT | 33.41 | Not recorded | 69a66bdf2d603e6de3e3cd04 |
| EFMCT | 33.21 | Not recorded | 69a66bdf2d603e6de3e3cd04 |
| DDS | 33 | Not recorded | 69a66bdf2d603e6de3e3cd04 |
| PGDM | 31.82 | Not recorded | 69a66bdf2d603e6de3e3cd04 |
| DPS | 31.69 | Not recorded | 69a66bdf2d603e6de3e3cd04 |
| ADMM-TV | 30.26 | Not recorded | 69a66bdf2d603e6de3e3cd04 |
| MCG | 28.67 | Not recorded | 69a66bdf2d603e6de3e3cd04 |
| FBP | 24.85 | Not recorded | 69a66bdf2d603e6de3e3cd04 |

### FMCT

PSNR: 33.41. Result ID: 69a7f9066dbb7075b94d11b8.

[Reporting paper](<https://www.sota2.com/research/paper/69a66bdf2d603e6de3e3cd04.md>)

[Method origin paper](<https://www.sota2.com/research/paper/69a66bdf2d603e6de3e3cd04.md>)

Recorded evaluation configuration: {"NFE\*":"50(↓ 50%)","Time/s":"4.09(↓ 47%)"}. This record does not assert independent reproduction.

### EFMCT

PSNR: 33.21. Result ID: 69a7f9066dbb7075b94d11b9.

[Reporting paper](<https://www.sota2.com/research/paper/69a66bdf2d603e6de3e3cd04.md>)

[Method origin paper](<https://www.sota2.com/research/paper/69a66bdf2d603e6de3e3cd04.md>)

Recorded evaluation configuration: {"NFE\*":"11(↓ 89%)","Time/s":"1.72(↓ 78%)"}. This record does not assert independent reproduction.

### DDS

PSNR: 33. Result ID: 69a7f9066dbb7075b94d11b7.

[Reporting paper](<https://www.sota2.com/research/paper/69a66bdf2d603e6de3e3cd04.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa72371e209131cea55039.md>)

Recorded evaluation configuration: {"NFE\*":"100","Time/s":"7.65"}. This record does not assert independent reproduction.

### PGDM

PSNR: 31.82. Result ID: 69a7f9066dbb7075b94d11b6.

[Reporting paper](<https://www.sota2.com/research/paper/69a66bdf2d603e6de3e3cd04.md>)

Recorded evaluation configuration: {"NFE\*":"100","Time/s":"29.79"}. This record does not assert independent reproduction.

### DPS

PSNR: 31.69. Result ID: 69a7f9066dbb7075b94d11b4.

[Reporting paper](<https://www.sota2.com/research/paper/69a66bdf2d603e6de3e3cd04.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa7bdd1e209131cea8adbc.md>)

Recorded evaluation configuration: {"NFE\*":"1000","Time/s":"142.16"}. This record does not assert independent reproduction.

### ADMM-TV

PSNR: 30.26. Result ID: 69a7f9066dbb7075b94d11b3.

[Reporting paper](<https://www.sota2.com/research/paper/69a66bdf2d603e6de3e3cd04.md>)

Recorded evaluation configuration: {"Time/s":"9.85"}. This record does not assert independent reproduction.

### MCG

PSNR: 28.67. Result ID: 69a7f9066dbb7075b94d11b5.

[Reporting paper](<https://www.sota2.com/research/paper/69a66bdf2d603e6de3e3cd04.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa73401e209131cea5b48d.md>)

Recorded evaluation configuration: {"NFE\*":"1000","Time/s":"143.44"}. This record does not assert independent reproduction.

### FBP

PSNR: 24.85. Result ID: 69a7f9066dbb7075b94d11b2.

[Reporting paper](<https://www.sota2.com/research/paper/69a66bdf2d603e6de3e3cd04.md>)

Recorded evaluation configuration: {"Time/s":"0.02"}. This record does not assert independent reproduction.

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