# Cervical Margin Segmentation on Crown-generated preparations dataset

Source: [Cervical Margin Segmentation on Crown-generated preparations dataset](<https://www.sota2.com/research/sota/cervical-margin-segmentation-on-crown-generated-preparations-dataset>)

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

Data updated: 2026-03-06T07:58:34.846Z

Evaluation of models performing cervical margin segmentation on the Crown-generated preparations dataset, typically assessed using surface distance metrics such as Hausdorff Distance.

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 | Cervical margin segmentation |
| Dataset (including any stated split) | Crown-generated preparations dataset |
| Metric | Hausdorff Distance (mm) |
| Unit | SCALAR |
| Direction | Lower is better |
| Results loaded | 1 of 1 |
| 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

- [Hausdorff Distance (mm)](<https://www.sota2.com/research/sota/cervical-margin-segmentation-on-crown-generated-preparations-dataset.md?metric=Hausdorff%20Distance%20(mm)>): Lower is better; unit: SCALAR.

## Recorded results

| Method | Hausdorff Distance (mm) | Result date | Report paper |
| --- | --- | --- | --- |
| CrownSegger | 0.545 | Not recorded | 69aa5f692d603e6de3e41760 |

### CrownSegger

Hausdorff Distance (mm): 0.545. Result ID: 69aa88856dbb7075b9541562.

[Reporting paper](<https://www.sota2.com/research/paper/69aa5f692d603e6de3e41760.md>)

[Method origin paper](<https://www.sota2.com/research/paper/69aa5f692d603e6de3e41760.md>)

Recorded evaluation configuration: {"Evaluation Protocol":"zero-shot"}. This record does not assert independent reproduction.

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