# 3D Medical Image Segmentation on Prostate MR-T2

Source: [3D Medical Image Segmentation on Prostate MR-T2](<https://www.sota2.com/research/sota/3d-medical-image-segmentation-on-prostate-mr-t2>)

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

Data updated: 2026-05-19T10:36:06.135Z

Evaluation of 3D medical image segmentation performance on the Prostate MR-T2 dataset, reporting Dice Similarity Coefficient (DSC) and Normalized Surface Distance (NSD).

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 | 3D Medical Image Segmentation |
| Dataset (including any stated split) | Prostate MR-T2 |
| Metric | DSC |
| Unit | PERCENT |
| Direction | Higher is better |
| Results loaded | 7 of 7 |
| 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

- [DSC](<https://www.sota2.com/research/sota/3d-medical-image-segmentation-on-prostate-mr-t2.md?metric=DSC>): Higher is better; unit: PERCENT.

- [NSD](<https://www.sota2.com/research/sota/3d-medical-image-segmentation-on-prostate-mr-t2.md?metric=NSD>): Lower is better; unit: PERCENT.

- [Hausdorff Distance (HD)](<https://www.sota2.com/research/sota/3d-medical-image-segmentation-on-prostate-mr-t2.md?metric=Hausdorff%20Distance%20(HD)>): Lower is better; unit: SCALAR.

- [Mean Surface Distance (MSD)](<https://www.sota2.com/research/sota/3d-medical-image-segmentation-on-prostate-mr-t2.md?metric=Mean%20Surface%20Distance%20(MSD)>): Lower is better; unit: SCALAR.

## Recorded results

| Method | DSC | Result date | Report paper |
| --- | --- | --- | --- |
| MedSAM | 96 | Not recorded | 690442663ef7ccd74e5e49af |
| SAMRIbp | 95 | Not recorded | 690442663ef7ccd74e5e49af |
| SAMRIbox | 94 | Not recorded | 690442663ef7ccd74e5e49af |
| DB-SAM | 93.45 | Not recorded | 68fa75141e209131cea65966 |
| SAM-ViTB | 93 | Not recorded | 690442663ef7ccd74e5e49af |
| MedSAM | 92.18 | Not recorded | 68fa75141e209131cea65966 |
| SAM | 79.39 | Not recorded | 68fa75141e209131cea65966 |

### MedSAM

DSC: 96. Result ID: 6a0c3cfcfbc373592c03045d.

[Reporting paper](<https://www.sota2.com/research/paper/690442663ef7ccd74e5e49af.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa72b11e209131cea57efd.md>)

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

### SAMRIbp

DSC: 95. Result ID: 6a0c3cfcfbc373592c03045f.

[Reporting paper](<https://www.sota2.com/research/paper/690442663ef7ccd74e5e49af.md>)

[Method origin paper](<https://www.sota2.com/research/paper/690442663ef7ccd74e5e49af.md>)

Recorded evaluation configuration: {"Prompting Strategy":"box+point"}. This record does not assert independent reproduction.

### SAMRIbox

DSC: 94. Result ID: 6a0c3cfcfbc373592c03045e.

[Reporting paper](<https://www.sota2.com/research/paper/690442663ef7ccd74e5e49af.md>)

[Method origin paper](<https://www.sota2.com/research/paper/690442663ef7ccd74e5e49af.md>)

Recorded evaluation configuration: {"Prompting Strategy":"box-only"}. This record does not assert independent reproduction.

### DB-SAM

DSC: 93.45. Result ID: 6993739c3a6c314849160919.

[Reporting paper](<https://www.sota2.com/research/paper/68fa75141e209131cea65966.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa75141e209131cea65966.md>)

[Implementation](<https://github.com/AlfredQin/DB-SAM>)

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

### SAM-ViTB

DSC: 93. Result ID: 6a0c3cfcfbc373592c03045c.

[Reporting paper](<https://www.sota2.com/research/paper/690442663ef7ccd74e5e49af.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa6f0a1e209131cea437f2.md>)

[Implementation](<https://segment-anything.com/>)

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

### MedSAM

DSC: 92.18. Result ID: 6993739c3a6c314849160918.

[Reporting paper](<https://www.sota2.com/research/paper/68fa75141e209131cea65966.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa72b11e209131cea57efd.md>)

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

### SAM

DSC: 79.39. Result ID: 6993739c3a6c314849160917.

[Reporting paper](<https://www.sota2.com/research/paper/68fa75141e209131cea65966.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa6f0a1e209131cea437f2.md>)

[Implementation](<https://segment-anything.com/>)

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

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