# Prostate cancer lesion detection on Prostate cancer PET/CT (test) Source: [Prostate cancer lesion detection on Prostate cancer PET/CT (test)]() Collection index: [llms.txt]() Data updated: 2026-03-17T08:24:09.539Z Evaluation of prostate cancer lesion detection performance on the test split of the Prostate cancer PET/CT dataset, reporting detection metrics like F1 score, True Positives, False Positives, and False Negatives. 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 detection | | Dataset (including any stated split) | Prostate cancer PET/CT (test) | | Metric | Mean TP | | Unit | PERCENT | | Direction | Higher is better | | Results loaded | 22 of 22 | | 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 TP](): Higher is better; unit: PERCENT. - [Mean FP](): Lower is better; unit: SCALAR. - [Mean FN](): Lower is better; unit: PERCENT. - [F1 Score](): Higher is better; unit: PERCENT. - [AP@0.1](): Higher is better; unit: PERCENT. - [AP@0.25](): Higher is better; unit: PERCENT. - [AP@0.5](): Higher is better; unit: PERCENT. ## Recorded results | Method | Mean TP | Result date | Report paper | | --- | --- | --- | --- | | Attention U-Net | 81 | Not recorded | 68fa76d11e209131cea6f406 | | SegResNet | 81 | Not recorded | 68fa76d11e209131cea6f406 | | SAM-Med3D | 78 | Not recorded | 68fa76d11e209131cea6f406 | | SAM-Med3D | 78 | Not recorded | 68fa76d11e209131cea6f406 | | Attention U-Net | 77 | Not recorded | 68fa76d11e209131cea6f406 | | Attention U-Net | 77 | Not recorded | 68fa76d11e209131cea6f406 | | SegResNet | 76 | Not recorded | 68fa76d11e209131cea6f406 | | SAM-Med3D | 75 | Not recorded | 68fa76d11e209131cea6f406 | | SAM-Med3D | 74 | Not recorded | 68fa76d11e209131cea6f406 | | SegResNet | 73 | Not recorded | 68fa76d11e209131cea6f406 | | SAM-Med3D | 73 | Not recorded | 68fa76d11e209131cea6f406 | | U-Net | 71 | Not recorded | 68fa76d11e209131cea6f406 | | U-Net | 71 | Not recorded | 68fa76d11e209131cea6f406 | | U-Net | 69 | Not recorded | 68fa76d11e209131cea6f406 | | UNETR | 64 | Not recorded | 68fa76d11e209131cea6f406 | | UNETR | 64 | Not recorded | 68fa76d11e209131cea6f406 | | UNETR | 61 | Not recorded | 68fa76d11e209131cea6f406 | ### Attention U-Net Mean TP: 81. Result ID: 69b8f52a47f34ce924a0c89c. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Loss Function":"DL"}. This record does not assert independent reproduction. ### SegResNet Mean TP: 81. Result ID: 69b8f52a47f34ce924a0c8a0. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Loss Function":"DFL"}. This record does not assert independent reproduction. ### SAM-Med3D Mean TP: 78. Result ID: 69b8f52a47f34ce924a0c8a8. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Loss Function":"Zero-shot"}. This record does not assert independent reproduction. ### SAM-Med3D Mean TP: 78. Result ID: 69b8f52a47f34ce924a0c8ac. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Loss Function":"L1DFL"}. This record does not assert independent reproduction. ### Attention U-Net Mean TP: 77. Result ID: 69b8f52a47f34ce924a0c89d. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Loss Function":"DFL"}. This record does not assert independent reproduction. ### Attention U-Net Mean TP: 77. Result ID: 69b8f52a47f34ce924a0c89e. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Loss Function":"L1DFL"}. This record does not assert independent reproduction. ### SegResNet Mean TP: 76. Result ID: 69b8f52a47f34ce924a0c8a1. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Loss Function":"L1DFL"}. This record does not assert independent reproduction. ### SAM-Med3D Mean TP: 75. Result ID: 69b8f52a47f34ce924a0c8aa. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Loss Function":"DL"}. This record does not assert independent reproduction. ### SAM-Med3D Mean TP: 74. Result ID: 69b8f52a47f34ce924a0c8a9. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Loss Function":"Finetuned (DCE)"}. This record does not assert independent reproduction. ### SegResNet Mean TP: 73. Result ID: 69b8f52a47f34ce924a0c89f. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Loss Function":"DL"}. This record does not assert independent reproduction. ### SAM-Med3D Mean TP: 73. Result ID: 69b8f52a47f34ce924a0c8ab. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Loss Function":"DFL"}. This record does not assert independent reproduction. ### U-Net Mean TP: 71. Result ID: 69b8f52a47f34ce924a0c8a3. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Loss Function":"DFL"}. This record does not assert independent reproduction. ### U-Net Mean TP: 71. Result ID: 69b8f52a47f34ce924a0c8a4. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Loss Function":"L1DFL"}. This record does not assert independent reproduction. ### U-Net Mean TP: 69. Result ID: 69b8f52a47f34ce924a0c8a2. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Loss Function":"DL"}. This record does not assert independent reproduction. ### UNETR Mean TP: 64. Result ID: 69b8f52a47f34ce924a0c8a5. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Loss Function":"DL"}. This record does not assert independent reproduction. ### UNETR Mean TP: 64. Result ID: 69b8f52a47f34ce924a0c8a6. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Loss Function":"DFL"}. This record does not assert independent reproduction. ### UNETR Mean TP: 61. Result ID: 69b8f52a47f34ce924a0c8a7. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Loss Function":"L1DFL"}. This record does not assert independent reproduction. Page 1 of 1. This is an index page, not the full collection.