# Muscle volume and bone volume estimation on Musculoskeletal dataset (val)

Source: [Muscle volume and bone volume estimation on Musculoskeletal dataset (val)](<https://www.sota2.com/research/sota/muscle-volume-and-bone-volume-estimation-on-musculoskeletal-dataset-val>)

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

Data updated: 2026-02-26T05:46:00.429Z

Evaluation of models for estimating muscle and bone volumes using the validation split of the Musculoskeletal dataset. Metrics focus on Pearson Correlation Coefficient (PCC) for specific anatomical regions.

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 | Muscle volume and bone volume estimation |
| Dataset (including any stated split) | Musculoskeletal dataset (val) |
| Metric | Gluteus Maximus PCC |
| 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

- [Gluteus Maximus PCC](<https://www.sota2.com/research/sota/muscle-volume-and-bone-volume-estimation-on-musculoskeletal-dataset-val.md?metric=Gluteus%20Maximus%20PCC>): Higher is better; unit: SCALAR.

- [Gluteus Medius PCC](<https://www.sota2.com/research/sota/muscle-volume-and-bone-volume-estimation-on-musculoskeletal-dataset-val.md?metric=Gluteus%20Medius%20PCC>): Higher is better; unit: SCALAR.

- [Gluteus Minimus PCC](<https://www.sota2.com/research/sota/muscle-volume-and-bone-volume-estimation-on-musculoskeletal-dataset-val.md?metric=Gluteus%20Minimus%20PCC>): Higher is better; unit: SCALAR.

- [Iliac Region PCC](<https://www.sota2.com/research/sota/muscle-volume-and-bone-volume-estimation-on-musculoskeletal-dataset-val.md?metric=Iliac%20Region%20PCC>): Higher is better; unit: SCALAR.

- [Obturator Externus PCC](<https://www.sota2.com/research/sota/muscle-volume-and-bone-volume-estimation-on-musculoskeletal-dataset-val.md?metric=Obturator%20Externus%20PCC>): Higher is better; unit: SCALAR.

- [Pectoralis PCC](<https://www.sota2.com/research/sota/muscle-volume-and-bone-volume-estimation-on-musculoskeletal-dataset-val.md?metric=Pectoralis%20PCC>): Higher is better; unit: SCALAR.

- [Pelvis PCC](<https://www.sota2.com/research/sota/muscle-volume-and-bone-volume-estimation-on-musculoskeletal-dataset-val.md?metric=Pelvis%20PCC>): Higher is better; unit: SCALAR.

- [Sacrum PCC](<https://www.sota2.com/research/sota/muscle-volume-and-bone-volume-estimation-on-musculoskeletal-dataset-val.md?metric=Sacrum%20PCC>): Higher is better; unit: SCALAR.

## Recorded results

| Method | Gluteus Maximus PCC | Result date | Report paper |
| --- | --- | --- | --- |
| MSKdeX | 0.882 | Not recorded | 68fa70191e209131cea48f63 |
| Conventional | 0.49 | Not recorded | 68fa70191e209131cea48f63 |

### MSKdeX

Gluteus Maximus PCC: 0.882. Result ID: 699119ac3a6c31484905aea5.

[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

Gluteus Maximus PCC: 0.49. Result ID: 699119ac3a6c31484905aea4.

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

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

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