# Cardiac Segmentation on Cross-site unseen (test) Source: [Cardiac Segmentation on Cross-site unseen (test)]() Collection index: [llms.txt]() Data updated: 2026-02-26T05:41:02.825Z Evaluation of cardiac segmentation models on the Cross-site unseen test set, reporting Dice scores. 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 | Cardiac Segmentation | | Dataset (including any stated split) | Cross-site unseen (test) | | Metric | Dice Score | | Unit | PERCENT | | Direction | Higher is better | | Results loaded | 18 of 18 | | 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: PERCENT. ## Recorded results | Method | Dice Score | Result date | Report paper | | --- | --- | --- | --- | | +MaxStyle | 82.94 | Not recorded | 68fa5f291e209131ce9e7f43 | | +Adv Bias | 82.5 | Not recorded | 68fa5f291e209131ce9e7f43 | | +MixStyle | 81.3 | Not recorded | 68fa5f291e209131ce9e7f43 | | +DSU | 81.26 | Not recorded | 68fa5f291e209131ce9e7f43 | | +RSC | 81.15 | Not recorded | 68fa5f291e209131ce9e7f43 | | baseline | 80.99 | Not recorded | 68fa5f291e209131ce9e7f43 | | +Adv Noise | 80.95 | Not recorded | 68fa5f291e209131ce9e7f43 | | +LSM | 80.25 | Not recorded | 68fa5f291e209131ce9e7f43 | | +RandConv | 77.47 | Not recorded | 68fa5f291e209131ce9e7f43 | | +MaxStyle | 76.45 | Not recorded | 68fa5f291e209131ce9e7f43 | | +Adv Bias | 75.17 | Not recorded | 68fa5f291e209131ce9e7f43 | | +LSM | 70.15 | Not recorded | 68fa5f291e209131ce9e7f43 | | +DSU | 70.08 | Not recorded | 68fa5f291e209131ce9e7f43 | | +RSC | 70.02 | Not recorded | 68fa5f291e209131ce9e7f43 | | +MixStyle | 69.84 | Not recorded | 68fa5f291e209131ce9e7f43 | | +Adv Noise | 69.37 | Not recorded | 68fa5f291e209131ce9e7f43 | | baseline | 67.41 | Not recorded | 68fa5f291e209131ce9e7f43 | | +RandConv | 67.17 | Not recorded | 68fa5f291e209131ce9e7f43 | ### +MaxStyle Dice Score: 82.94. Result ID: 698bbe3f7a967eddb7710692. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"training\_subjects":"70"}. This record does not assert independent reproduction. ### +Adv Bias Dice Score: 82.5. Result ID: 698bbe3f7a967eddb7710688. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"training\_subjects":"70"}. This record does not assert independent reproduction. ### +MixStyle Dice Score: 81.3. Result ID: 698bbe3f7a967eddb771068c. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"training\_subjects":"70"}. This record does not assert independent reproduction. ### +DSU Dice Score: 81.26. Result ID: 698bbe3f7a967eddb771068e. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"training\_subjects":"70"}. This record does not assert independent reproduction. ### +RSC Dice Score: 81.15. Result ID: 698bbe3f7a967eddb771068a. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"training\_subjects":"70"}. This record does not assert independent reproduction. ### baseline Dice Score: 80.99. Result ID: 698bbe3f7a967eddb7710682. [Reporting paper]() Recorded evaluation configuration: {"training\_subjects":"70"}. This record does not assert independent reproduction. ### +Adv Noise Dice Score: 80.95. Result ID: 698bbe3f7a967eddb7710686. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"training\_subjects":"70"}. This record does not assert independent reproduction. ### +LSM Dice Score: 80.25. Result ID: 698bbe3f7a967eddb7710690. [Reporting paper]() Recorded evaluation configuration: {"training\_subjects":"70"}. This record does not assert independent reproduction. ### +RandConv Dice Score: 77.47. Result ID: 698bbe3f7a967eddb7710684. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"training\_subjects":"70"}. This record does not assert independent reproduction. ### +MaxStyle Dice Score: 76.45. Result ID: 698bbe3f7a967eddb7710691. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"training\_subjects":"10"}. This record does not assert independent reproduction. ### +Adv Bias Dice Score: 75.17. Result ID: 698bbe3f7a967eddb7710687. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"training\_subjects":"10"}. This record does not assert independent reproduction. ### +LSM Dice Score: 70.15. Result ID: 698bbe3f7a967eddb771068f. [Reporting paper]() Recorded evaluation configuration: {"training\_subjects":"10"}. This record does not assert independent reproduction. ### +DSU Dice Score: 70.08. Result ID: 698bbe3f7a967eddb771068d. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"training\_subjects":"10"}. This record does not assert independent reproduction. ### +RSC Dice Score: 70.02. Result ID: 698bbe3f7a967eddb7710689. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"training\_subjects":"10"}. This record does not assert independent reproduction. ### +MixStyle Dice Score: 69.84. Result ID: 698bbe3f7a967eddb771068b. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"training\_subjects":"10"}. This record does not assert independent reproduction. ### +Adv Noise Dice Score: 69.37. Result ID: 698bbe3f7a967eddb7710685. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"training\_subjects":"10"}. This record does not assert independent reproduction. ### baseline Dice Score: 67.41. Result ID: 698bbe3f7a967eddb7710681. [Reporting paper]() Recorded evaluation configuration: {"training\_subjects":"10"}. This record does not assert independent reproduction. ### +RandConv Dice Score: 67.17. Result ID: 698bbe3f7a967eddb7710683. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"training\_subjects":"10"}. This record does not assert independent reproduction. Page 1 of 1. This is an index page, not the full collection.