# Bone decomposition on Musculoskeletal dataset (val)

Source: [Bone decomposition on Musculoskeletal dataset (val)](<https://www.sota2.com/research/sota/bone-decomposition-on-musculoskeletal-dataset-val>)

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

Data updated: 2026-02-26T05:49:47.342Z

Evaluation of models performing bone decomposition on the validation split of the Musculoskeletal dataset, assessed using image quality metrics such as Peak Signal-to-Noise Ratio (PSNR) and Structural Similarity Index Measure (SSIM) for various anatomical regions (Pelvis and Femur).

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 | Bone decomposition |
| Dataset (including any stated split) | Musculoskeletal dataset (val) |
| Metric | MDRR Pelv. PSNR |
| Unit | SCALAR |
| Direction | Higher is better |
| Results loaded | 2 of 2 |
| 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

- [MDRR Pelv. PSNR](<https://www.sota2.com/research/sota/bone-decomposition-on-musculoskeletal-dataset-val.md?metric=MDRR%20Pelv.%20PSNR>): Higher is better; unit: SCALAR.

- [MDRR Pelv. SSIM](<https://www.sota2.com/research/sota/bone-decomposition-on-musculoskeletal-dataset-val.md?metric=MDRR%20Pelv.%20SSIM>): Higher is better; unit: SCALAR.

- [MDRR Fem. PSNR](<https://www.sota2.com/research/sota/bone-decomposition-on-musculoskeletal-dataset-val.md?metric=MDRR%20Fem.%20PSNR>): Higher is better; unit: SCALAR.

- [MDRR Fem. SSIM](<https://www.sota2.com/research/sota/bone-decomposition-on-musculoskeletal-dataset-val.md?metric=MDRR%20Fem.%20SSIM>): Higher is better; unit: SCALAR.

- [VDRR Pelv. PSNR](<https://www.sota2.com/research/sota/bone-decomposition-on-musculoskeletal-dataset-val.md?metric=VDRR%20Pelv.%20PSNR>): Higher is better; unit: SCALAR.

- [VDRR Pelv. SSIM](<https://www.sota2.com/research/sota/bone-decomposition-on-musculoskeletal-dataset-val.md?metric=VDRR%20Pelv.%20SSIM>): Higher is better; unit: SCALAR.

- [VDRR Fem. PSNR](<https://www.sota2.com/research/sota/bone-decomposition-on-musculoskeletal-dataset-val.md?metric=VDRR%20Fem.%20PSNR>): Higher is better; unit: SCALAR.

- [VDRR Fem. SSIM](<https://www.sota2.com/research/sota/bone-decomposition-on-musculoskeletal-dataset-val.md?metric=VDRR%20Fem.%20SSIM>): Higher is better; unit: SCALAR.

- [MVDRR Pelv. PSNR](<https://www.sota2.com/research/sota/bone-decomposition-on-musculoskeletal-dataset-val.md?metric=MVDRR%20Pelv.%20PSNR>): Higher is better; unit: SCALAR.

- [MVDRR Pelv. SSIM](<https://www.sota2.com/research/sota/bone-decomposition-on-musculoskeletal-dataset-val.md?metric=MVDRR%20Pelv.%20SSIM>): Higher is better; unit: SCALAR.

- [MVDRR Fem. PSNR](<https://www.sota2.com/research/sota/bone-decomposition-on-musculoskeletal-dataset-val.md?metric=MVDRR%20Fem.%20PSNR>): Higher is better; unit: SCALAR.

- [MVDRR Fem. SSIM](<https://www.sota2.com/research/sota/bone-decomposition-on-musculoskeletal-dataset-val.md?metric=MVDRR%20Fem.%20SSIM>): Higher is better; unit: SCALAR.

## Recorded results

| Method | MDRR Pelv. PSNR | Result date | Report paper |
| --- | --- | --- | --- |
| MSKdeX | 37.1 | Not recorded | 68fa70191e209131cea48f63 |
| Conventional | 31.5 | Not recorded | 68fa70191e209131cea48f63 |

### MSKdeX

MDRR Pelv. PSNR: 37.1. Result ID: 699119ac3a6c31484905aea7.

[Reporting paper](<https://www.sota2.com/research/paper/68fa70191e209131cea48f63.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa70191e209131cea48f63.md>)

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

### Conventional

MDRR Pelv. PSNR: 31.5. Result ID: 699119ac3a6c31484905aea6.

[Reporting paper](<https://www.sota2.com/research/paper/68fa70191e209131cea48f63.md>)

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

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