# Brain Tumor Segmentation on BRATS 2013 (test)

Source: [Brain Tumor Segmentation on BRATS 2013 (test)](<https://www.sota2.com/research/sota/brain-tumor-segmentation-on-brats-2013-test>)

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

Data updated: 2026-02-26T05:40:57.441Z

Evaluation of brain tumor segmentation performance on the test split of the BRATS 2013 dataset, reporting Dice, Specificity, and Sensitivity metrics across 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 2013 (test) |
| Metric | Dice (Complete) |
| Unit | PERCENT |
| Direction | Higher is better |
| Results loaded | 18 of 18 |
| 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-2013-test.md?metric=Dice%20(Complete)>): Higher is better; unit: PERCENT.

- [Dice (Core)](<https://www.sota2.com/research/sota/brain-tumor-segmentation-on-brats-2013-test.md?metric=Dice%20(Core)>): Higher is better; unit: PERCENT.

- [Dice (Enhancing)](<https://www.sota2.com/research/sota/brain-tumor-segmentation-on-brats-2013-test.md?metric=Dice%20(Enhancing)>): Higher is better; unit: PERCENT.

- [Specificity (Complete)](<https://www.sota2.com/research/sota/brain-tumor-segmentation-on-brats-2013-test.md?metric=Specificity%20(Complete)>): Higher is better; unit: PERCENT.

- [Specificity (Core)](<https://www.sota2.com/research/sota/brain-tumor-segmentation-on-brats-2013-test.md?metric=Specificity%20(Core)>): Higher is better; unit: PERCENT.

- [Specificity (Enhancing)](<https://www.sota2.com/research/sota/brain-tumor-segmentation-on-brats-2013-test.md?metric=Specificity%20(Enhancing)>): Higher is better; unit: PERCENT.

- [Sensitivity (Complete)](<https://www.sota2.com/research/sota/brain-tumor-segmentation-on-brats-2013-test.md?metric=Sensitivity%20(Complete)>): Higher is better; unit: PERCENT.

- [Sensitivity (Core)](<https://www.sota2.com/research/sota/brain-tumor-segmentation-on-brats-2013-test.md?metric=Sensitivity%20(Core)>): Higher is better; unit: PERCENT.

- [Sensitivity (Enhancing)](<https://www.sota2.com/research/sota/brain-tumor-segmentation-on-brats-2013-test.md?metric=Sensitivity%20(Enhancing)>): Higher is better; unit: PERCENT.

## Recorded results

| Method | Dice (Complete) | Result date | Report paper |
| --- | --- | --- | --- |
| InputCascadeCNN | 88 | Not recorded | 68fa627b1e209131ce9f9746 |
| LocalCascadeCNN | 88 | Not recorded | 68fa627b1e209131ce9f9746 |
| HeMIS | 88 | Not recorded | 68fa629c1e209131ce9fa2b4 |
| Tustison | 87 | Not recorded | 68fa627b1e209131ce9f9746 |
| Tustison | 87 | Not recorded | 68fa629c1e209131ce9fa2b4 |
| MFCascadeCNN | 86 | Not recorded | 68fa627b1e209131ce9f9746 |
| TwoPathCNN | 85 | Not recorded | 68fa627b1e209131ce9f9746 |
| LocalPathCNN | 85 | Not recorded | 68fa627b1e209131ce9f9746 |
| Zhao | 84 | Not recorded | 68fa627b1e209131ce9f9746 |
| Cordier | 84 | Not recorded | 68fa627b1e209131ce9f9746 |
| Zhao | 84 | Not recorded | 68fa629c1e209131ce9fa2b4 |
| Reza | 83 | Not recorded | 68fa627b1e209131ce9f9746 |
| Meier | 82 | Not recorded | 68fa627b1e209131ce9f9746 |
| Meier | 82 | Not recorded | 68fa629c1e209131ce9fa2b4 |
| TwoPathCNN | 78 | Not recorded | 68fa627b1e209131ce9f9746 |
| LocalPathCNN | 77 | Not recorded | 68fa627b1e209131ce9f9746 |
| Festa | 72 | Not recorded | 68fa627b1e209131ce9f9746 |
| Doyle | 71 | Not recorded | 68fa627b1e209131ce9f9746 |

### InputCascadeCNN

Dice (Complete): 88. Result ID: 698bd8b57a967eddb771c39c.

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

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

Recorded evaluation configuration: {"with\_augmentation":true}. This record does not assert independent reproduction.

### LocalCascadeCNN

Dice (Complete): 88. Result ID: 698bd8b57a967eddb771c3a0.

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

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

Recorded evaluation configuration: {"with\_augmentation":true}. This record does not assert independent reproduction.

### HeMIS

Dice (Complete): 88. Result ID: 698c6b1a37894ef7d9ce3e0c.

[Reporting paper](<https://www.sota2.com/research/paper/68fa629c1e209131ce9fa2b4.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa629c1e209131ce9fa2b4.md>)

Recorded evaluation configuration: {"Training Modalities":"All"}. This record does not assert independent reproduction.

### Tustison

Dice (Complete): 87. Result ID: 698bd8b57a967eddb771c39d.

[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): 87. Result ID: 698c6b1a37894ef7d9ce3e09.

[Reporting paper](<https://www.sota2.com/research/paper/68fa629c1e209131ce9fa2b4.md>)

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

### MFCascadeCNN

Dice (Complete): 86. Result ID: 698bd8b57a967eddb771c39e.

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

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

Recorded evaluation configuration: {"with\_augmentation":true}. This record does not assert independent reproduction.

### TwoPathCNN

Dice (Complete): 85. Result ID: 698bd8b57a967eddb771c39f.

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

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

Recorded evaluation configuration: {"with\_augmentation":true}. This record does not assert independent reproduction.

### LocalPathCNN

Dice (Complete): 85. Result ID: 698bd8b57a967eddb771c3a1.

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

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

Recorded evaluation configuration: {"with\_augmentation":true}. This record does not assert independent reproduction.

### Zhao

Dice (Complete): 84. Result ID: 698bd8b57a967eddb771c3a4.

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

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

### Cordier

Dice (Complete): 84. Result ID: 698bd8b57a967eddb771c3a5.

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

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

### Zhao

Dice (Complete): 84. Result ID: 698c6b1a37894ef7d9ce3e0a.

[Reporting paper](<https://www.sota2.com/research/paper/68fa629c1e209131ce9fa2b4.md>)

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

### Reza

Dice (Complete): 83. Result ID: 698bd8b57a967eddb771c3a3.

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

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

### Meier

Dice (Complete): 82. Result ID: 698bd8b57a967eddb771c3a2.

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

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

### Meier

Dice (Complete): 82. Result ID: 698c6b1a37894ef7d9ce3e0b.

[Reporting paper](<https://www.sota2.com/research/paper/68fa629c1e209131ce9fa2b4.md>)

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

### TwoPathCNN

Dice (Complete): 78. Result ID: 698bd8b57a967eddb771c3a6.

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

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

Recorded evaluation configuration: {"with\_augmentation":false}. This record does not assert independent reproduction.

### LocalPathCNN

Dice (Complete): 77. Result ID: 698bd8b57a967eddb771c3a7.

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

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

Recorded evaluation configuration: {"with\_augmentation":false}. This record does not assert independent reproduction.

### Festa

Dice (Complete): 72. Result ID: 698bd8b57a967eddb771c3a8.

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

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

### Doyle

Dice (Complete): 71. Result ID: 698bd8b57a967eddb771c3a9.

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

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

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