# Brain Tumor Segmentation on BraTS 2017 (val)

Source: [Brain Tumor Segmentation on BraTS 2017 (val)](<https://www.sota2.com/research/sota/brain-tumor-segmentation-on-brats-2017-val>)

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

Data updated: 2026-02-26T05:40:57.707Z

Evaluation of brain tumor segmentation performance on the validation split of the BraTS 2017 dataset, reporting Dice scores and Hausdorff 95 distance metrics across Enhancing, Whole, and Core 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 2017 (val) |
| Metric | Dice (Enh.) |
| Unit | PERCENT |
| Direction | Higher is better |
| Results loaded | 12 of 12 |
| 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 (Enh.)](<https://www.sota2.com/research/sota/brain-tumor-segmentation-on-brats-2017-val.md?metric=Dice%20(Enh.)>): Higher is better; unit: PERCENT.

- [Dice (Whole)](<https://www.sota2.com/research/sota/brain-tumor-segmentation-on-brats-2017-val.md?metric=Dice%20(Whole)>): Higher is better; unit: PERCENT.

- [Dice (Core)](<https://www.sota2.com/research/sota/brain-tumor-segmentation-on-brats-2017-val.md?metric=Dice%20(Core)>): Higher is better; unit: PERCENT.

- [Hausdorff95 (Enh.) (mm)](<https://www.sota2.com/research/sota/brain-tumor-segmentation-on-brats-2017-val.md?metric=Hausdorff95%20(Enh.)%20(mm)>): Lower is better; unit: SCALAR.

- [Hausdorff95 (Whole) (mm)](<https://www.sota2.com/research/sota/brain-tumor-segmentation-on-brats-2017-val.md?metric=Hausdorff95%20(Whole)%20(mm)>): Lower is better; unit: SCALAR.

- [Hausdorff95 (Core) (mm)](<https://www.sota2.com/research/sota/brain-tumor-segmentation-on-brats-2017-val.md?metric=Hausdorff95%20(Core)%20(mm)>): Lower is better; unit: SCALAR.

## Recorded results

| Method | Dice (Enh.) | Result date | Report paper |
| --- | --- | --- | --- |
| Wang et al. | 78.59 | Not recorded | 68fa67711e209131cea16494 |
| OM-Net + CGA\* | 78.52 | Not recorded | 68fa67711e209131cea16494 |
| OM-Net + CGA\*P | 78.52 | Not recorded | 68fa67711e209131cea16494 |
| MIC\_DKFZ | 77.56 | Not recorded | 68fa67711e209131cea16494 |
| OM-Net + CGA | 77.43 | Not recorded | 68fa67711e209131cea16494 |
| OM-Net + CGAP | 77.43 | Not recorded | 68fa67711e209131cea16494 |
| inpm | 77.23 | Not recorded | 68fa67711e209131cea16494 |
| OM-Net | 75.34 | Not recorded | 68fa67711e209131cea16494 |
| xfeng | 75.11 | Not recorded | 68fa67711e209131cea16494 |
| MC3 | 74.24 | Not recorded | 68fa67711e209131cea16494 |
| OM-Net + SE | 74.16 | Not recorded | 68fa67711e209131cea16494 |
| Kamnitsas et al. | 73.8 | Not recorded | 68fa67711e209131cea16494 |

### Wang et al.

Dice (Enh.): 78.59. Result ID: 698d35508b517eb4331fcc24.

[Reporting paper](<https://www.sota2.com/research/paper/68fa67711e209131cea16494.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa64981e209131cea055e3.md>)

[Implementation](<https://cmiclab.cs.ucl.ac.uk/CMIC/NiftyNet/tree/dev/demos/BRATS17>)

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

### OM-Net + CGA\*

Dice (Enh.): 78.52. Result ID: 698d35508b517eb4331fcc22.

[Reporting paper](<https://www.sota2.com/research/paper/68fa67711e209131cea16494.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa67711e209131cea16494.md>)

[Implementation](<https://github.com/chenhong-zhou/OM-Net>)

Recorded evaluation configuration: {"CGA module":"improved variant"}. This record does not assert independent reproduction.

### OM-Net + CGA\*P

Dice (Enh.): 78.52. Result ID: 698d35508b517eb4331fcc23.

[Reporting paper](<https://www.sota2.com/research/paper/68fa67711e209131cea16494.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa67711e209131cea16494.md>)

[Implementation](<https://github.com/chenhong-zhou/OM-Net>)

Recorded evaluation configuration: {"CGA module":"improved variant","post-processing":true}. This record does not assert independent reproduction.

### MIC\_DKFZ

Dice (Enh.): 77.56. Result ID: 698d35508b517eb4331fcc25.

[Reporting paper](<https://www.sota2.com/research/paper/68fa67711e209131cea16494.md>)

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

### OM-Net + CGA

Dice (Enh.): 77.43. Result ID: 698d35508b517eb4331fcc20.

[Reporting paper](<https://www.sota2.com/research/paper/68fa67711e209131cea16494.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa67711e209131cea16494.md>)

[Implementation](<https://github.com/chenhong-zhou/OM-Net>)

Recorded evaluation configuration: {"CGA module":true}. This record does not assert independent reproduction.

### OM-Net + CGAP

Dice (Enh.): 77.43. Result ID: 698d35508b517eb4331fcc21.

[Reporting paper](<https://www.sota2.com/research/paper/68fa67711e209131cea16494.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa67711e209131cea16494.md>)

[Implementation](<https://github.com/chenhong-zhou/OM-Net>)

Recorded evaluation configuration: {"CGA module":true,"post-processing":true}. This record does not assert independent reproduction.

### inpm

Dice (Enh.): 77.23. Result ID: 698d35508b517eb4331fcc26.

[Reporting paper](<https://www.sota2.com/research/paper/68fa67711e209131cea16494.md>)

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

### OM-Net

Dice (Enh.): 75.34. Result ID: 698d35508b517eb4331fcc1e.

[Reporting paper](<https://www.sota2.com/research/paper/68fa67711e209131cea16494.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa67711e209131cea16494.md>)

[Implementation](<https://github.com/chenhong-zhou/OM-Net>)

Recorded evaluation configuration: {"model":"baseline"}. This record does not assert independent reproduction.

### xfeng

Dice (Enh.): 75.11. Result ID: 698d35508b517eb4331fcc27.

[Reporting paper](<https://www.sota2.com/research/paper/68fa67711e209131cea16494.md>)

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

### MC3

Dice (Enh.): 74.24. Result ID: 698d35508b517eb4331fcc1d.

[Reporting paper](<https://www.sota2.com/research/paper/68fa67711e209131cea16494.md>)

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

### OM-Net + SE

Dice (Enh.): 74.16. Result ID: 698d35508b517eb4331fcc1f.

[Reporting paper](<https://www.sota2.com/research/paper/68fa67711e209131cea16494.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa67711e209131cea16494.md>)

[Implementation](<https://github.com/chenhong-zhou/OM-Net>)

Recorded evaluation configuration: {"SE block":true}. This record does not assert independent reproduction.

### Kamnitsas et al.

Dice (Enh.): 73.8. Result ID: 698d35508b517eb4331fcc28.

[Reporting paper](<https://www.sota2.com/research/paper/68fa67711e209131cea16494.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa63bd1e209131cea008ad.md>)

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

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