# Bone Surface Segmentation on SonixTouch (5-fold cross-validation test) Source: [Bone Surface Segmentation on SonixTouch (5-fold cross-validation test)]() Collection index: [llms.txt]() Data updated: 2026-02-26T05:41:03.796Z Evaluation of bone surface segmentation performance on the SonixTouch dataset using a 5-fold cross-validation scheme, reporting Dice score. 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 | Bone Surface Segmentation | | Dataset (including any stated split) | SonixTouch 5-fold cross-validation (test) | | Metric | Dice Score | | Unit | SCALAR | | Direction | Higher is better | | Results loaded | 4 of 4 | | 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 Score](): Higher is better; unit: SCALAR. ## Recorded results | Method | Dice Score | Result date | Report paper | | --- | --- | --- | --- | | SSNet + CTFT + TCC loss | 0.8703 | Not recorded | 68fa6cda1e209131cea364ba | | LPT+GCT | 0.8165 | Not recorded | 68fa6cda1e209131cea364ba | | MFG-CNN | 0.8105 | Not recorded | 68fa6cda1e209131cea364ba | | UNet | 0.7601 | Not recorded | 68fa6cda1e209131cea364ba | ### SSNet + CTFT + TCC loss Dice Score: 0.8703. Result ID: 698f46283a6c314849f79e1a. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### LPT+GCT Dice Score: 0.8165. Result ID: 698f46283a6c314849f79e19. [Reporting paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### MFG-CNN Dice Score: 0.8105. Result ID: 698f46283a6c314849f79e18. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### UNet Dice Score: 0.7601. Result ID: 698f46283a6c314849f79e17. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. Page 1 of 1. This is an index page, not the full collection.