# PWML Segmentation on Infant T1w MR images (test) Source: [PWML Segmentation on Infant T1w MR images (test)]() Collection index: [llms.txt]() Data updated: 2026-02-26T05:40:51.453Z Evaluation of PWML Segmentation performance on the test split of the Infant T1w MR images dataset, reporting metrics like Dice, TPR, and PPV. 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 | PWML Segmentation | | Dataset (including any stated split) | Infant T1w MR images (test) | | Metric | Dice | | Unit | PERCENT | | Direction | Higher is better | | Results loaded | 8 of 8 | | 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](): Higher is better; unit: PERCENT. - [True Positive Rate](): Higher is better; unit: PERCENT. - [Positive Predictive Value](): Higher is better; unit: PERCENT. ## Recorded results | Method | Dice | Result date | Report paper | | --- | --- | --- | --- | | DeepPWML | 72.1 | Not recorded | 68fa707d1e209131cea4b6c9 | | DeepPWML | 68 | Not recorded | 68fa707d1e209131cea4b6c9 | | DeepPWML | 67.2 | Not recorded | 68fa707d1e209131cea4b6c9 | | DeepPWML | 67 | Not recorded | 68fa707d1e209131cea4b6c9 | | RS R-CNN | 66.7 | Not recorded | 68fa707d1e209131cea4b6c9 | | Baseline | 64.9 | Not recorded | 68fa707d1e209131cea4b6c9 | | DeepPWML | 64.9 | Not recorded | 68fa707d1e209131cea4b6c9 | | DeepPWML | 50.7 | Not recorded | 68fa707d1e209131cea4b6c9 | ### DeepPWML Dice: 72.1. Result ID: 699144793a6c31484906e9cb. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Input Feature Configuration":"SP map + CF map + T1"}. This record does not assert independent reproduction. ### DeepPWML Dice: 68. Result ID: 699144793a6c31484906e9c8. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Input Feature Configuration":"SP map + T1"}. This record does not assert independent reproduction. ### DeepPWML Dice: 67.2. Result ID: 699144793a6c31484906e9c9. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Input Feature Configuration":"CF map + T1"}. This record does not assert independent reproduction. ### DeepPWML Dice: 67. Result ID: 699144793a6c31484906e9ca. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Input Feature Configuration":"SP map + CF map"}. This record does not assert independent reproduction. ### RS R-CNN Dice: 66.7. Result ID: 699144793a6c31484906e9c5. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### Baseline Dice: 64.9. Result ID: 699144793a6c31484906e9c4. [Reporting paper]() Recorded evaluation configuration: {"Backbone":"Dense-UNet","Input":"T1w images"}. This record does not assert independent reproduction. ### DeepPWML Dice: 64.9. Result ID: 699144793a6c31484906e9c6. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Input Feature Configuration":"SP map"}. This record does not assert independent reproduction. ### DeepPWML Dice: 50.7. Result ID: 699144793a6c31484906e9c7. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Input Feature Configuration":"CF map"}. This record does not assert independent reproduction. Page 1 of 1. This is an index page, not the full collection.