# Whole Tumor (WT) Segmentation on BraTS 2023 (test)

Source: [Whole Tumor (WT) Segmentation on BraTS 2023 (test)](<https://www.sota2.com/research/sota/whole-tumor-wt-segmentation-on-brats-2023-test>)

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

Data updated: 2026-04-27T06:59:36.207Z

Evaluation of Whole Tumor (WT) segmentation performance on the test split of the BraTS 2023 dataset, reporting Dice Similarity Coefficients (DSC) and average DSC.

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 | Whole Tumor (WT) Segmentation |
| Dataset (including any stated split) | BraTS 2023 (test) |
| Metric | Average DSC (WT) |
| Unit | PERCENT |
| Direction | Higher is better |
| Results loaded | 10 of 10 |
| 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

- [Average DSC (WT)](<https://www.sota2.com/research/sota/whole-tumor-wt-segmentation-on-brats-2023-test.md?metric=Average%20DSC%20(WT)>): Higher is better; unit: PERCENT.

- [DSC (WT)](<https://www.sota2.com/research/sota/whole-tumor-wt-segmentation-on-brats-2023-test.md?metric=DSC%20(WT)>): Higher is better; unit: PERCENT.

## Recorded results

| Method | Average DSC (WT) | Result date | Report paper |
| --- | --- | --- | --- |
| UniME | 90.38 | Not recorded | 69eeed9255a3c32af89f9780 |
| M2SegMamba | 88.98 | Not recorded | 69eeed9255a3c32af89f9780 |
| M3AE | 88.96 | Not recorded | 69eeed9255a3c32af89f9780 |
| IM-Fuse | 88.74 | Not recorded | 69eeed9255a3c32af89f9780 |
| M2FTrans | 88.27 | Not recorded | 69eeed9255a3c32af89f9780 |
| LS3M | 88.18 | Not recorded | 69eeed9255a3c32af89f9780 |
| RFNet | 87.6 | Not recorded | 69eeed9255a3c32af89f9780 |
| mmFormer | 87.48 | Not recorded | 69eeed9255a3c32af89f9780 |
| U-HEVD | 83.8 | Not recorded | 69eeed9255a3c32af89f9780 |
| HeMIS | 59.75 | Not recorded | 69eeed9255a3c32af89f9780 |

### UniME

Average DSC (WT): 90.38. Result ID: 69ef07e047f34ce924d4a856.

[Reporting paper](<https://www.sota2.com/research/paper/69eeed9255a3c32af89f9780.md>)

[Method origin paper](<https://www.sota2.com/research/paper/69eeed9255a3c32af89f9780.md>)

Recorded evaluation configuration: {"Modality Scenario":"Average"}. This record does not assert independent reproduction.

### M2SegMamba

Average DSC (WT): 88.98. Result ID: 69ef07e047f34ce924d4a855.

[Reporting paper](<https://www.sota2.com/research/paper/69eeed9255a3c32af89f9780.md>)

Recorded evaluation configuration: {"Modality Scenario":"Average"}. This record does not assert independent reproduction.

### M3AE

Average DSC (WT): 88.96. Result ID: 69ef07e047f34ce924d4a851.

[Reporting paper](<https://www.sota2.com/research/paper/69eeed9255a3c32af89f9780.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa6eb31e209131cea4194e.md>)

Recorded evaluation configuration: {"Modality Scenario":"Average"}. This record does not assert independent reproduction.

### IM-Fuse

Average DSC (WT): 88.74. Result ID: 69ef07e047f34ce924d4a854.

[Reporting paper](<https://www.sota2.com/research/paper/69eeed9255a3c32af89f9780.md>)

Recorded evaluation configuration: {"Modality Scenario":"Average"}. This record does not assert independent reproduction.

### M2FTrans

Average DSC (WT): 88.27. Result ID: 69ef07e047f34ce924d4a852.

[Reporting paper](<https://www.sota2.com/research/paper/69eeed9255a3c32af89f9780.md>)

Recorded evaluation configuration: {"Modality Scenario":"Average"}. This record does not assert independent reproduction.

### LS3M

Average DSC (WT): 88.18. Result ID: 69ef07e047f34ce924d4a853.

[Reporting paper](<https://www.sota2.com/research/paper/69eeed9255a3c32af89f9780.md>)

Recorded evaluation configuration: {"Modality Scenario":"Average"}. This record does not assert independent reproduction.

### RFNet

Average DSC (WT): 87.6. Result ID: 69ef07e047f34ce924d4a84f.

[Reporting paper](<https://www.sota2.com/research/paper/69eeed9255a3c32af89f9780.md>)

Recorded evaluation configuration: {"Modality Scenario":"Average"}. This record does not assert independent reproduction.

### mmFormer

Average DSC (WT): 87.48. Result ID: 69ef07e047f34ce924d4a850.

[Reporting paper](<https://www.sota2.com/research/paper/69eeed9255a3c32af89f9780.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa6d331e209131cea38549.md>)

[Implementation](<https://github.com/YaoZhang93/mmFormer>)

Recorded evaluation configuration: {"Modality Scenario":"Average"}. This record does not assert independent reproduction.

### U-HEVD

Average DSC (WT): 83.8. Result ID: 69ef07e047f34ce924d4a84e.

[Reporting paper](<https://www.sota2.com/research/paper/69eeed9255a3c32af89f9780.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa66931e209131cea11022.md>)

Recorded evaluation configuration: {"Modality Scenario":"Average"}. This record does not assert independent reproduction.

### HeMIS

Average DSC (WT): 59.75. Result ID: 69ef07e047f34ce924d4a84d.

[Reporting paper](<https://www.sota2.com/research/paper/69eeed9255a3c32af89f9780.md>)

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

Recorded evaluation configuration: {"Modality Scenario":"Average"}. This record does not assert independent reproduction.

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