# Prostate cancer lesion segmentation on Prostate cancer PET/CT (test) Source: [Prostate cancer lesion segmentation on Prostate cancer PET/CT (test)]() Collection index: [llms.txt]() Data updated: 2026-03-17T06:39:51.056Z Evaluation of prostate cancer lesion segmentation performance on the test split of the Prostate cancer PET/CT dataset, reporting Dice Similarity Coefficient (DSC) and statistical significance (P value). 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 | Prostate cancer lesion segmentation | | Dataset (including any stated split) | Prostate cancer PET/CT (test) | | Metric | Mean DSC | | Unit | PERCENT | | Direction | Higher is better | | Results loaded | 17 of 17 | | 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 - [Mean DSC](): Higher is better; unit: PERCENT. - [Median DSC](): Higher is better; unit: PERCENT. - [P value](): Lower is better; unit: PERCENT. ## Recorded results | Method | Mean DSC | Result date | Report paper | | --- | --- | --- | --- | | Attention U-Net | 58 | Not recorded | 68fa76d11e209131cea6f406 | | SegResNet | 57 | Not recorded | 68fa76d11e209131cea6f406 | | Attention U-Net | 54 | Not recorded | 68fa76d11e209131cea6f406 | | SegResNet | 52 | Not recorded | 68fa76d11e209131cea6f406 | | SegResNet | 52 | Not recorded | 68fa76d11e209131cea6f406 | | U-Net | 52 | Not recorded | 68fa76d11e209131cea6f406 | | Attention U-Net | 51 | Not recorded | 68fa76d11e209131cea6f406 | | SAM-Med3D | 51 | Not recorded | 68fa76d11e209131cea6f406 | | U-Net | 49 | Not recorded | 68fa76d11e209131cea6f406 | | U-Net | 49 | Not recorded | 68fa76d11e209131cea6f406 | | SAM-Med3D | 49 | Not recorded | 68fa76d11e209131cea6f406 | | SAM-Med3D | 48 | Not recorded | 68fa76d11e209131cea6f406 | | SAM-Med3D | 48 | Not recorded | 68fa76d11e209131cea6f406 | | UNETR | 39 | Not recorded | 68fa76d11e209131cea6f406 | | UNETR | 39 | Not recorded | 68fa76d11e209131cea6f406 | | UNETR | 37 | Not recorded | 68fa76d11e209131cea6f406 | | SAM-Med3D | 31 | Not recorded | 68fa76d11e209131cea6f406 | ### Attention U-Net Mean DSC: 58. Result ID: 69b8f52a47f34ce924a0c88d. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Loss Function":"L1DFL"}. This record does not assert independent reproduction. ### SegResNet Mean DSC: 57. Result ID: 69b8f52a47f34ce924a0c890. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Loss Function":"L1DFL"}. This record does not assert independent reproduction. ### Attention U-Net Mean DSC: 54. Result ID: 69b8f52a47f34ce924a0c88b. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Loss Function":"DL"}. This record does not assert independent reproduction. ### SegResNet Mean DSC: 52. Result ID: 69b8f52a47f34ce924a0c88e. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Loss Function":"DL"}. This record does not assert independent reproduction. ### SegResNet Mean DSC: 52. Result ID: 69b8f52a47f34ce924a0c88f. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Loss Function":"DFL"}. This record does not assert independent reproduction. ### U-Net Mean DSC: 52. Result ID: 69b8f52a47f34ce924a0c893. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Loss Function":"L1DFL"}. This record does not assert independent reproduction. ### Attention U-Net Mean DSC: 51. Result ID: 69b8f52a47f34ce924a0c88c. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Loss Function":"DFL"}. This record does not assert independent reproduction. ### SAM-Med3D Mean DSC: 51. Result ID: 69b8f52a47f34ce924a0c898. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Loss Function":"Finetuned (DCE)"}. This record does not assert independent reproduction. ### U-Net Mean DSC: 49. Result ID: 69b8f52a47f34ce924a0c891. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Loss Function":"DL"}. This record does not assert independent reproduction. ### U-Net Mean DSC: 49. Result ID: 69b8f52a47f34ce924a0c892. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Loss Function":"DFL"}. This record does not assert independent reproduction. ### SAM-Med3D Mean DSC: 49. Result ID: 69b8f52a47f34ce924a0c89b. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Loss Function":"L1DFL"}. This record does not assert independent reproduction. ### SAM-Med3D Mean DSC: 48. Result ID: 69b8f52a47f34ce924a0c899. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Loss Function":"DL"}. This record does not assert independent reproduction. ### SAM-Med3D Mean DSC: 48. Result ID: 69b8f52a47f34ce924a0c89a. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Loss Function":"DFL"}. This record does not assert independent reproduction. ### UNETR Mean DSC: 39. Result ID: 69b8f52a47f34ce924a0c895. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Loss Function":"DFL"}. This record does not assert independent reproduction. ### UNETR Mean DSC: 39. Result ID: 69b8f52a47f34ce924a0c896. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Loss Function":"L1DFL"}. This record does not assert independent reproduction. ### UNETR Mean DSC: 37. Result ID: 69b8f52a47f34ce924a0c894. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Loss Function":"DL"}. This record does not assert independent reproduction. ### SAM-Med3D Mean DSC: 31. Result ID: 69b8f52a47f34ce924a0c897. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Loss Function":"Zero-shot"}. This record does not assert independent reproduction. Page 1 of 1. 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