# Brain Tumor Segmentation on BRATS 4 label 2012 (test)

Source: [Brain Tumor Segmentation on BRATS 4 label 2012 (test)](<https://www.sota2.com/research/sota/brain-tumor-segmentation-on-brats-4-label-2012-test>)

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

Data updated: 2026-02-26T05:40:57.418Z

Evaluation of brain tumor segmentation performance on the BRATS 2012 dataset (4-label configuration, test split), reporting Dice scores for Complete, Core, and Enhancing tumor 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 | Brain Tumor Segmentation |
| Dataset (including any stated split) | BRATS 4 label 2012 (test) |
| Metric | Dice (Complete) |
| Unit | PERCENT |
| Direction | Higher is better |
| Results loaded | 5 of 5 |
| 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 (Complete)](<https://www.sota2.com/research/sota/brain-tumor-segmentation-on-brats-4-label-2012-test.md?metric=Dice%20(Complete)>): Higher is better; unit: PERCENT.

- [Dice (Core)](<https://www.sota2.com/research/sota/brain-tumor-segmentation-on-brats-4-label-2012-test.md?metric=Dice%20(Core)>): Higher is better; unit: PERCENT.

- [Dice (Enhancing)](<https://www.sota2.com/research/sota/brain-tumor-segmentation-on-brats-4-label-2012-test.md?metric=Dice%20(Enhancing)>): Higher is better; unit: PERCENT.

## Recorded results

| Method | Dice (Complete) | Result date | Report paper |
| --- | --- | --- | --- |
| Zhao | 82 | Not recorded | 68fa627b1e209131ce9f9746 |
| InputCascadeCNN | 81 | Not recorded | 68fa627b1e209131ce9f9746 |
| Subbanna | 75 | Not recorded | 68fa627b1e209131ce9f9746 |
| Tustison | 75 | Not recorded | 68fa627b1e209131ce9f9746 |
| Festa | 62 | Not recorded | 68fa627b1e209131ce9f9746 |

### Zhao

Dice (Complete): 82. Result ID: 698bd8b57a967eddb771c399.

[Reporting paper](<https://www.sota2.com/research/paper/68fa627b1e209131ce9f9746.md>)

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

### InputCascadeCNN

Dice (Complete): 81. Result ID: 698bd8b57a967eddb771c397.

[Reporting paper](<https://www.sota2.com/research/paper/68fa627b1e209131ce9f9746.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa627b1e209131ce9f9746.md>)

Recorded evaluation configuration: {"Note":"Top implemented architecture"}. This record does not assert independent reproduction.

### Subbanna

Dice (Complete): 75. Result ID: 698bd8b57a967eddb771c398.

[Reporting paper](<https://www.sota2.com/research/paper/68fa627b1e209131ce9f9746.md>)

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

### Tustison

Dice (Complete): 75. Result ID: 698bd8b57a967eddb771c39a.

[Reporting paper](<https://www.sota2.com/research/paper/68fa627b1e209131ce9f9746.md>)

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

### Festa

Dice (Complete): 62. Result ID: 698bd8b57a967eddb771c39b.

[Reporting paper](<https://www.sota2.com/research/paper/68fa627b1e209131ce9f9746.md>)

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

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