# 2D DXA bone mask overlap on UK Biobank Male (test)

Source: [2D DXA bone mask overlap on UK Biobank Male (test)](<https://www.sota2.com/research/sota/2d-dxa-bone-mask-overlap-on-uk-biobank-male-test>)

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

Data updated: 2026-02-26T05:54:39.374Z

Evaluation of 2D DXA bone mask overlap performance on the male subset of the UK Biobank dataset (test split), reporting metrics like Overlap Ratio (OR) and Hausdorff Distance (HD).

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 | 2D DXA bone mask overlap |
| Dataset (including any stated split) | UK Biobank Male (test) |
| Metric | Overlap Ratio (%) |
| Unit | PERCENT |
| 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

- [Overlap Ratio (%)](<https://www.sota2.com/research/sota/2d-dxa-bone-mask-overlap-on-uk-biobank-male-test.md?metric=Overlap%20Ratio%20(%25)>): Higher is better; unit: PERCENT.

- [Hausdorff Distance (px)](<https://www.sota2.com/research/sota/2d-dxa-bone-mask-overlap-on-uk-biobank-male-test.md?metric=Hausdorff%20Distance%20(px)>): Lower is better; unit: SCALAR.

## Recorded results

| Method | Overlap Ratio (%) | Result date | Report paper |
| --- | --- | --- | --- |
| RB | 92 | Not recorded | 68fa6c561e209131cea335e7 |
| OSSO | 88 | Not recorded | 68fa6c561e209131cea335e7 |
| AT | 84 | Not recorded | 68fa6c561e209131cea335e7 |

### RB

Overlap Ratio (%): 92. Result ID: 698f04513a6c314849f4cb57.

[Reporting paper](<https://www.sota2.com/research/paper/68fa6c561e209131cea335e7.md>)

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

### OSSO

Overlap Ratio (%): 88. Result ID: 698f04513a6c314849f4cb58.

[Reporting paper](<https://www.sota2.com/research/paper/68fa6c561e209131cea335e7.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa6c561e209131cea335e7.md>)

[Implementation](<https://osso.is.tue.mpg.de/>)

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

### AT

Overlap Ratio (%): 84. Result ID: 698f04513a6c314849f4cb59.

[Reporting paper](<https://www.sota2.com/research/paper/68fa6c561e209131cea335e7.md>)

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

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