# Semantic Segmentation on BraTS 2018 (test)

Source: [Semantic Segmentation on BraTS 2018 (test)](<https://www.sota2.com/research/sota/semantic-segmentation-on-brats-2018-test>)

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

Data updated: 2026-02-26T05:41:02.262Z

Evaluation of semantic segmentation performance on the test split of the BraTS 2018 dataset, typically reporting Dice Similarity Coefficient (Dice) and Hausdorff Distance (HD) for Enhancing Tumor (ET), Whole Tumor (WT), and Tumor Core (TC) 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 | Semantic Segmentation |
| Dataset (including any stated split) | BraTS 2018 (test) |
| Metric | Dice ET |
| Unit | PERCENT |
| Direction | Higher 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

- [Dice ET](<https://www.sota2.com/research/sota/semantic-segmentation-on-brats-2018-test.md?metric=Dice%20ET>): Higher is better; unit: PERCENT.

- [Dice WT](<https://www.sota2.com/research/sota/semantic-segmentation-on-brats-2018-test.md?metric=Dice%20WT>): Higher is better; unit: PERCENT.

- [Dice TC](<https://www.sota2.com/research/sota/semantic-segmentation-on-brats-2018-test.md?metric=Dice%20TC>): Higher is better; unit: PERCENT.

- [Hausdorff ET (mm)](<https://www.sota2.com/research/sota/semantic-segmentation-on-brats-2018-test.md?metric=Hausdorff%20ET%20(mm)>): Lower is better; unit: OTHER.

- [Hausdorff WT (mm)](<https://www.sota2.com/research/sota/semantic-segmentation-on-brats-2018-test.md?metric=Hausdorff%20WT%20(mm)>): Lower is better; unit: OTHER.

- [Hausdorff TC (mm)](<https://www.sota2.com/research/sota/semantic-segmentation-on-brats-2018-test.md?metric=Hausdorff%20TC%20(mm)>): Lower is better; unit: OTHER.

## Recorded results

| Method | Dice ET | Result date | Report paper |
| --- | --- | --- | --- |
| 3D MRI brain tumor segmentation using autoencoder regularization | 76.64 | Not recorded | 68fa5edf1e209131ce9e5e7c |

### 3D MRI brain tumor segmentation using autoencoder regularization

Dice ET: 76.64. Result ID: 698bbaf17a967eddb770ecef.

[Reporting paper](<https://www.sota2.com/research/paper/68fa5edf1e209131ce9e5e7c.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa5edf1e209131ce9e5e7c.md>)

[Implementation](<https://www.cbica.upenn.edu/BraTS18/lboardValidation.html>)

Recorded evaluation configuration: {"Ensemble size":"10 models"}. This record does not assert independent reproduction.

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