# Recurrence Segmentation Coverage Prediction on 58-patient MRI and FET-PET dataset (test) Source: [Recurrence Segmentation Coverage Prediction on 58-patient MRI and FET-PET dataset (test)]() Collection index: [llms.txt]() Data updated: 2026-02-26T06:01:46.655Z Evaluation of Recurrence Segmentation Coverage Prediction models using the test split of the 58-patient MRI and FET-PET dataset, reporting coverage percentages for different tumor regions. 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 | Recurrence Segmentation Coverage Prediction | | Dataset (including any stated split) | 58-patient MRI and FET-PET dataset (test) | | Metric | Recurrence Coverage (Any) | | 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 - [Recurrence Coverage (Any)](): Higher is better; unit: PERCENT. - [Recurrence Coverage (Enhancing Core)](): Higher is better; unit: PERCENT. ## Recorded results | Method | Recurrence Coverage (Any) | Result date | Report paper | | --- | --- | --- | --- | | PhysRegTumor | 74.7 | Not recorded | 68fa48671e209131ce92f6d4 | | PhysRegTumor (w/o inferable anatomy) | 73.4 | Not recorded | 68fa48671e209131ce92f6d4 | | Static Grid Discretization | 72.9 | Not recorded | 68fa48671e209131ce92f6d4 | | NN (Physics-Constrained) | 70.4 | Not recorded | 68fa48671e209131ce92f6d4 | | Standard Plan | 70 | Not recorded | 68fa48671e209131ce92f6d4 | | Numerical Physics Simulations | 67.1 | Not recorded | 68fa48671e209131ce92f6d4 | | NN (Unconstrained) | 59 | Not recorded | 68fa48671e209131ce92f6d4 | ### PhysRegTumor Recurrence Coverage (Any): 74.7. Result ID: 698b9e407a967eddb77013a6. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Dynamical Tissues":true,"Inferable Healthy Anatomy":true,"Population-Based Data-Driven":true,"Physics-Constrained":"Soft"}. This record does not assert independent reproduction. ### PhysRegTumor (w/o inferable anatomy) Recurrence Coverage (Any): 73.4. Result ID: 698b9e407a967eddb77013a5. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Dynamical Tissues":true,"Inferable Healthy Anatomy":false,"Population-Based Data-Driven":true,"Physics-Constrained":"Soft","Note":"Initial condition for brain tissues set as hard constraint representing average brain"}. This record does not assert independent reproduction. ### Static Grid Discretization Recurrence Coverage (Any): 72.9. Result ID: 698b9e407a967eddb77013a4. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Dynamical Tissues":false,"Inferable Healthy Anatomy":false,"Population-Based Data-Driven":false,"Physics-Constrained":"Soft"}. This record does not assert independent reproduction. ### NN (Physics-Constrained) Recurrence Coverage (Any): 70.4. Result ID: 698b9e407a967eddb77013a1. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Dynamical Tissues":false,"Inferable Healthy Anatomy":false,"Population-Based Data-Driven":true,"Physics-Constrained":"Hard"}. This record does not assert independent reproduction. ### Standard Plan Recurrence Coverage (Any): 70. Result ID: 698b9e407a967eddb77013a3. [Reporting paper]() Recorded evaluation configuration: {"Dynamical Tissues":false,"Inferable Healthy Anatomy":false,"Population-Based Data-Driven":false,"Physics-Constrained":"None"}. This record does not assert independent reproduction. ### Numerical Physics Simulations Recurrence Coverage (Any): 67.1. Result ID: 698b9e407a967eddb77013a2. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Dynamical Tissues":true,"Inferable Healthy Anatomy":false,"Population-Based Data-Driven":false,"Physics-Constrained":"Hard"}. This record does not assert independent reproduction. ### NN (Unconstrained) Recurrence Coverage (Any): 59. Result ID: 698b9e407a967eddb77013a0. [Reporting paper]() Recorded evaluation configuration: {"Dynamical Tissues":false,"Inferable Healthy Anatomy":false,"Population-Based Data-Driven":true,"Physics-Constrained":"None"}. This record does not assert independent reproduction. Page 1 of 1. This is an index page, not the full collection.