# Hip Segmentation on in-house hip dataset

Source: [Hip Segmentation on in-house hip dataset](<https://www.sota2.com/research/sota/hip-segmentation-on-in-house-hip-dataset>)

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

Data updated: 2026-02-26T05:57:45.234Z

Evaluation of Hip Segmentation performance on a proprietary in-house dataset, reporting distance metrics like Hausdorff Distance (HD) and Average Surface Distance (ASD) for pelvic and femoral structures.

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 | Hip Segmentation |
| Dataset (including any stated split) | in-house hip dataset |
| Metric | Pelvis HD (mm) |
| Unit | SCALAR |
| Direction | Lower 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

- [Pelvis HD (mm)](<https://www.sota2.com/research/sota/hip-segmentation-on-in-house-hip-dataset.md?metric=Pelvis%20HD%20(mm)>): Lower is better; unit: SCALAR.

- [Pelvis ASD (mm)](<https://www.sota2.com/research/sota/hip-segmentation-on-in-house-hip-dataset.md?metric=Pelvis%20ASD%20(mm)>): Lower is better; unit: SCALAR.

- [L-Femur HD (mm)](<https://www.sota2.com/research/sota/hip-segmentation-on-in-house-hip-dataset.md?metric=L-Femur%20HD%20(mm)>): Lower is better; unit: SCALAR.

- [L-Femur ASD (mm)](<https://www.sota2.com/research/sota/hip-segmentation-on-in-house-hip-dataset.md?metric=L-Femur%20ASD%20(mm)>): Lower is better; unit: SCALAR.

- [R-Femur HD (mm)](<https://www.sota2.com/research/sota/hip-segmentation-on-in-house-hip-dataset.md?metric=R-Femur%20HD%20(mm)>): Lower is better; unit: SCALAR.

- [R-Femur ASD (mm)](<https://www.sota2.com/research/sota/hip-segmentation-on-in-house-hip-dataset.md?metric=R-Femur%20ASD%20(mm)>): Lower is better; unit: SCALAR.

## Recorded results

| Method | Pelvis HD (mm) | Result date | Report paper |
| --- | --- | --- | --- |
| TransFuse-S | 9.81 | Not recorded | 68fa6a531e209131cea27606 |
| HRNetV2 | 14.2 | Not recorded | 68fa6a531e209131cea27606 |
| Unet++ | 14.4 | Not recorded | 68fa6a531e209131cea27606 |

### TransFuse-S

Pelvis HD (mm): 9.81. Result ID: 698e2979ffc3901de09b4b8d.

[Reporting paper](<https://www.sota2.com/research/paper/68fa6a531e209131cea27606.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa6a531e209131cea27606.md>)

[Implementation](<https://github.com/MIC-DKFZ/nnUNet>)

Recorded evaluation configuration: {"Pre-trained":"ImageNet","Model Size":"~ 26M"}. This record does not assert independent reproduction.

### HRNetV2

Pelvis HD (mm): 14.2. Result ID: 698e2979ffc3901de09b4b8c.

[Reporting paper](<https://www.sota2.com/research/paper/68fa6a531e209131cea27606.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa67391e209131cea15032.md>)

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

Recorded evaluation configuration: {"Pre-trained":"ImageNet","Model Size":"~ 26M"}. This record does not assert independent reproduction.

### Unet++

Pelvis HD (mm): 14.4. Result ID: 698e2979ffc3901de09b4b8b.

[Reporting paper](<https://www.sota2.com/research/paper/68fa6a531e209131cea27606.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa67001e209131cea13aa4.md>)

[Implementation](<https://github.com/MrGiovanni/UNetPlusPlus>)

Recorded evaluation configuration: {"Pre-trained":"ImageNet","Model Size":"~ 26M"}. This record does not assert independent reproduction.

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