# Cardiac Segmentation on ACDC-C (unseen test) Source: [Cardiac Segmentation on ACDC-C (unseen test)]() Collection index: [llms.txt]() Data updated: 2026-02-26T05:41:03.029Z Evaluation of cardiac segmentation performance on the ACDC-C dataset using the unseen test split, 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) | ACDC-C (unseen test) | | Metric | Dice Score | | Unit | PERCENT | | Direction | Higher is better | | Results loaded | 36 of 36 | | 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 | 84.08 | Not recorded | 68fa5f291e209131ce9e7f43 | | +LSM | 82.13 | Not recorded | 68fa5f291e209131ce9e7f43 | | +DSU | 80.31 | Not recorded | 68fa5f291e209131ce9e7f43 | | +RandConv | 79.67 | Not recorded | 68fa5f291e209131ce9e7f43 | | +MixStyle | 79.61 | Not recorded | 68fa5f291e209131ce9e7f43 | | +Adv Bias | 78.39 | Not recorded | 68fa5f291e209131ce9e7f43 | | +Adv Noise | 78.08 | Not recorded | 68fa5f291e209131ce9e7f43 | | baseline | 77.88 | Not recorded | 68fa5f291e209131ce9e7f43 | | +RSC | 77.57 | Not recorded | 68fa5f291e209131ce9e7f43 | | +MaxStyle | 77.45 | Not recorded | 68fa5f291e209131ce9e7f43 | | +MaxStyle | 76.73 | Not recorded | 68fa5f291e209131ce9e7f43 | | +LSM | 72.21 | Not recorded | 68fa5f291e209131ce9e7f43 | | +MixStyle | 70.15 | Not recorded | 68fa5f291e209131ce9e7f43 | | +RSC | 70.1 | Not recorded | 68fa5f291e209131ce9e7f43 | | +DSU | 69.72 | Not recorded | 68fa5f291e209131ce9e7f43 | | +Adv Bias | 69.37 | Not recorded | 68fa5f291e209131ce9e7f43 | | +RandConv | 68.72 | Not recorded | 68fa5f291e209131ce9e7f43 | | +MaxStyle | 68.69 | Not recorded | 68fa5f291e209131ce9e7f43 | | +Adv Noise | 68.68 | Not recorded | 68fa5f291e209131ce9e7f43 | | +MixStyle | 68.63 | Not recorded | 68fa5f291e209131ce9e7f43 | | baseline | 67.88 | Not recorded | 68fa5f291e209131ce9e7f43 | | +DSU | 65.03 | Not recorded | 68fa5f291e209131ce9e7f43 | | +LSM | 65 | Not recorded | 68fa5f291e209131ce9e7f43 | | +RandConv | 63.99 | Not recorded | 68fa5f291e209131ce9e7f43 | | +RSC | 62.67 | Not recorded | 68fa5f291e209131ce9e7f43 | | +Adv Bias | 62.62 | Not recorded | 68fa5f291e209131ce9e7f43 | | baseline | 59.74 | Not recorded | 68fa5f291e209131ce9e7f43 | | +Adv Noise | 59.7 | Not recorded | 68fa5f291e209131ce9e7f43 | | +Adv Bias | 53.27 | Not recorded | 68fa5f291e209131ce9e7f43 | | +LSM | 51.49 | Not recorded | 68fa5f291e209131ce9e7f43 | | +MixStyle | 48.04 | Not recorded | 68fa5f291e209131ce9e7f43 | | +RSC | 47.29 | Not recorded | 68fa5f291e209131ce9e7f43 | | +Adv Noise | 46.41 | Not recorded | 68fa5f291e209131ce9e7f43 | | +RandConv | 45.1 | Not recorded | 68fa5f291e209131ce9e7f43 | | +DSU | 42.85 | Not recorded | 68fa5f291e209131ce9e7f43 | | baseline | 42.44 | Not recorded | 68fa5f291e209131ce9e7f43 | ### +MaxStyle Dice Score: 84.08. Result ID: 698bbe3f7a967eddb7710680. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"training\_subjects":"70"}. This record does not assert independent reproduction. ### +LSM Dice Score: 82.13. Result ID: 698bbe3f7a967eddb771067e. [Reporting paper]() Recorded evaluation configuration: {"training\_subjects":"70"}. This record does not assert independent reproduction. ### +DSU Dice Score: 80.31. Result ID: 698bbe3f7a967eddb771067c. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"training\_subjects":"70"}. This record does not assert independent reproduction. ### +RandConv Dice Score: 79.67. Result ID: 698bbe3f7a967eddb7710672. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"training\_subjects":"70"}. This record does not assert independent reproduction. ### +MixStyle Dice Score: 79.61. Result ID: 698bbe3f7a967eddb771067a. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"training\_subjects":"70"}. This record does not assert independent reproduction. ### +Adv Bias Dice Score: 78.39. Result ID: 698bbe3f7a967eddb7710676. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"training\_subjects":"70"}. This record does not assert independent reproduction. ### +Adv Noise Dice Score: 78.08. Result ID: 698bbe3f7a967eddb7710674. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"training\_subjects":"70"}. This record does not assert independent reproduction. ### baseline Dice Score: 77.88. Result ID: 698bbe3f7a967eddb7710670. [Reporting paper]() Recorded evaluation configuration: {"training\_subjects":"70"}. This record does not assert independent reproduction. ### +RSC Dice Score: 77.57. Result ID: 698bbe3f7a967eddb7710678. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"training\_subjects":"70"}. This record does not assert independent reproduction. ### +MaxStyle Dice Score: 77.45. Result ID: 698bbe3f7a967eddb771067f. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"training\_subjects":"10"}. This record does not assert independent reproduction. ### +MaxStyle Dice Score: 76.73. Result ID: 698c639b37894ef7d9ce05e7. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"training\_subjects":"70"}. This record does not assert independent reproduction. ### +LSM Dice Score: 72.21. Result ID: 698bbe3f7a967eddb771067d. [Reporting paper]() Recorded evaluation configuration: {"training\_subjects":"10"}. This record does not assert independent reproduction. ### +MixStyle Dice Score: 70.15. Result ID: 698bbe3f7a967eddb7710679. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"training\_subjects":"10"}. This record does not assert independent reproduction. ### +RSC Dice Score: 70.1. Result ID: 698bbe3f7a967eddb7710677. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"training\_subjects":"10"}. This record does not assert independent reproduction. ### +DSU Dice Score: 69.72. Result ID: 698bbe3f7a967eddb771067b. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"training\_subjects":"10"}. This record does not assert independent reproduction. ### +Adv Bias Dice Score: 69.37. Result ID: 698bbe3f7a967eddb7710675. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"training\_subjects":"10"}. This record does not assert independent reproduction. ### +RandConv Dice Score: 68.72. Result ID: 698bbe3f7a967eddb7710671. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"training\_subjects":"10"}. This record does not assert independent reproduction. ### +MaxStyle Dice Score: 68.69. Result ID: 698c639b37894ef7d9ce05e6. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"training\_subjects":"10"}. This record does not assert independent reproduction. ### +Adv Noise Dice Score: 68.68. Result ID: 698bbe3f7a967eddb7710673. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"training\_subjects":"10"}. This record does not assert independent reproduction. ### +MixStyle Dice Score: 68.63. Result ID: 698c639b37894ef7d9ce05e1. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"training\_subjects":"70"}. This record does not assert independent reproduction. ### baseline Dice Score: 67.88. Result ID: 698bbe3f7a967eddb771066f. [Reporting paper]() Recorded evaluation configuration: {"training\_subjects":"10"}. This record does not assert independent reproduction. ### +DSU Dice Score: 65.03. Result ID: 698c639b37894ef7d9ce05e3. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"training\_subjects":"70"}. This record does not assert independent reproduction. ### +LSM Dice Score: 65. Result ID: 698c639b37894ef7d9ce05e5. [Reporting paper]() Recorded evaluation configuration: {"training\_subjects":"70"}. This record does not assert independent reproduction. ### +RandConv Dice Score: 63.99. Result ID: 698c639b37894ef7d9ce05d9. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"training\_subjects":"70"}. This record does not assert independent reproduction. ### +RSC Dice Score: 62.67. Result ID: 698c639b37894ef7d9ce05df. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"training\_subjects":"70"}. This record does not assert independent reproduction. ### +Adv Bias Dice Score: 62.62. Result ID: 698c639b37894ef7d9ce05dd. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"training\_subjects":"70"}. This record does not assert independent reproduction. ### baseline Dice Score: 59.74. Result ID: 698c639b37894ef7d9ce05d7. [Reporting paper]() Recorded evaluation configuration: {"training\_subjects":"70"}. This record does not assert independent reproduction. ### +Adv Noise Dice Score: 59.7. Result ID: 698c639b37894ef7d9ce05db. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"training\_subjects":"70"}. This record does not assert independent reproduction. ### +Adv Bias Dice Score: 53.27. Result ID: 698c639b37894ef7d9ce05dc. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"training\_subjects":"10"}. This record does not assert independent reproduction. ### +LSM Dice Score: 51.49. Result ID: 698c639b37894ef7d9ce05e4. [Reporting paper]() Recorded evaluation configuration: {"training\_subjects":"10"}. This record does not assert independent reproduction. ### +MixStyle Dice Score: 48.04. Result ID: 698c639b37894ef7d9ce05e0. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"training\_subjects":"10"}. This record does not assert independent reproduction. ### +RSC Dice Score: 47.29. Result ID: 698c639b37894ef7d9ce05de. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"training\_subjects":"10"}. This record does not assert independent reproduction. ### +Adv Noise Dice Score: 46.41. Result ID: 698c639b37894ef7d9ce05da. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"training\_subjects":"10"}. This record does not assert independent reproduction. ### +RandConv Dice Score: 45.1. Result ID: 698c639b37894ef7d9ce05d8. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"training\_subjects":"10"}. This record does not assert independent reproduction. ### +DSU Dice Score: 42.85. Result ID: 698c639b37894ef7d9ce05e2. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"training\_subjects":"10"}. This record does not assert independent reproduction. ### baseline Dice Score: 42.44. Result ID: 698c639b37894ef7d9ce05d6. [Reporting 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.