# Medical Image Segmentation on BraTS SSA Source: [Medical Image Segmentation on BraTS SSA]() Collection index: [llms.txt]() Data updated: 2026-03-17T10:30:55.315Z Evaluation of medical image segmentation performance on the BraTS SSA dataset, reporting Dice Similarity Coefficient (Dice), Jaccard Index (Jaccard), Average Surface Distance (ASD), and Hausdorff Distance 95% (HD95). 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 | Medical Image Segmentation | | Dataset (including any stated split) | BraTS SSA | | Metric | Dice | | Unit | PERCENT | | Direction | Higher is better | | Results loaded | 29 of 29 | | 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. - [Jaccard](): Higher is better; unit: PERCENT. - [ASD](): Lower is better; unit: SCALAR. - [HD95](): Lower is better; unit: SCALAR. ## Recorded results | Method | Dice | Result date | Report paper | | --- | --- | --- | --- | | EviATTA | 89.83 | Not recorded | 69b8e0200636e5bf4afbebd7 | | EviATTA | 89.61 | Not recorded | 69b8e0200636e5bf4afbebd7 | | EviATTA | 89.26 | Not recorded | 69b8e0200636e5bf4afbebd7 | | SimATTA | 87.06 | Not recorded | 69b8e0200636e5bf4afbebd7 | | Entropy | 86.7 | Not recorded | 69b8e0200636e5bf4afbebd7 | | EATTA | 86.62 | Not recorded | 69b8e0200636e5bf4afbebd7 | | Entropy | 86.06 | Not recorded | 69b8e0200636e5bf4afbebd7 | | Random | 85.96 | Not recorded | 69b8e0200636e5bf4afbebd7 | | Entropy | 85.94 | Not recorded | 69b8e0200636e5bf4afbebd7 | | EATTA | 85.47 | Not recorded | 69b8e0200636e5bf4afbebd7 | | EATTA | 85.22 | Not recorded | 69b8e0200636e5bf4afbebd7 | | SimATTA | 85.15 | Not recorded | 69b8e0200636e5bf4afbebd7 | | SimATTA | 84.87 | Not recorded | 69b8e0200636e5bf4afbebd7 | | CoTTA | 84.61 | Not recorded | 69b8e0200636e5bf4afbebd7 | | COME | 84.57 | Not recorded | 69b8e0200636e5bf4afbebd7 | | SPA | 84.19 | Not recorded | 69b8e0200636e5bf4afbebd7 | | CoTTA | 84.09 | Not recorded | 69b8e0200636e5bf4afbebd7 | | COME | 84 | Not recorded | 69b8e0200636e5bf4afbebd7 | | SPA | 83.94 | Not recorded | 69b8e0200636e5bf4afbebd7 | | Random | 83.8 | Not recorded | 69b8e0200636e5bf4afbebd7 | | Random | 83.25 | Not recorded | 69b8e0200636e5bf4afbebd7 | | SAR | 82.46 | Not recorded | 69b8e0200636e5bf4afbebd7 | | GraTa | 82.42 | Not recorded | 69b8e0200636e5bf4afbebd7 | | SAM-Med2D | 82.34 | Not recorded | 69b8e0200636e5bf4afbebd7 | | SAM-Med2D | 82.34 | Not recorded | 69b8e0200636e5bf4afbebd7 | | GraTa | 82.31 | Not recorded | 69b8e0200636e5bf4afbebd7 | | SAR | 82.08 | Not recorded | 69b8e0200636e5bf4afbebd7 | | TENT | 81.67 | Not recorded | 69b8e0200636e5bf4afbebd7 | | TENT | 80.59 | Not recorded | 69b8e0200636e5bf4afbebd7 | ### EviATTA Dice: 89.83. Result ID: 69b92d2d47f34ce924a28916. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Type":"ATTA","Setting":"instance-wise"}. This record does not assert independent reproduction. ### EviATTA Dice: 89.61. Result ID: 69b92d2d47f34ce924a28963. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Type":"ATTA","Annotation Budget":"20%"}. This record does not assert independent reproduction. ### EviATTA Dice: 89.26. Result ID: 69b92d2d47f34ce924a2895e. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Type":"ATTA","Annotation Budget":"10%"}. This record does not assert independent reproduction. ### SimATTA Dice: 87.06. Result ID: 69b92d2d47f34ce924a28914. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Type":"ATTA","Setting":"instance-wise"}. This record does not assert independent reproduction. ### Entropy Dice: 86.7. Result ID: 69b92d2d47f34ce924a28960. [Reporting paper]() Recorded evaluation configuration: {"Type":"ATTA","Annotation Budget":"20%"}. This record does not assert independent reproduction. ### EATTA Dice: 86.62. Result ID: 69b92d2d47f34ce924a28915. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Type":"ATTA","Setting":"instance-wise"}. This record does not assert independent reproduction. ### Entropy Dice: 86.06. Result ID: 69b92d2d47f34ce924a28913. [Reporting paper]() Recorded evaluation configuration: {"Type":"ATTA","Setting":"instance-wise"}. This record does not assert independent reproduction. ### Random Dice: 85.96. Result ID: 69b92d2d47f34ce924a28912. [Reporting paper]() Recorded evaluation configuration: {"Type":"ATTA","Setting":"instance-wise"}. This record does not assert independent reproduction. ### Entropy Dice: 85.94. Result ID: 69b92d2d47f34ce924a2895b. [Reporting paper]() Recorded evaluation configuration: {"Type":"ATTA","Annotation Budget":"10%"}. This record does not assert independent reproduction. ### EATTA Dice: 85.47. Result ID: 69b92d2d47f34ce924a28962. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Type":"ATTA","Annotation Budget":"20%"}. This record does not assert independent reproduction. ### EATTA Dice: 85.22. Result ID: 69b92d2d47f34ce924a2895d. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Type":"ATTA","Annotation Budget":"10%"}. This record does not assert independent reproduction. ### SimATTA Dice: 85.15. Result ID: 69b92d2d47f34ce924a28961. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Type":"ATTA","Annotation Budget":"20%"}. This record does not assert independent reproduction. ### SimATTA Dice: 84.87. Result ID: 69b92d2d47f34ce924a2895c. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Type":"ATTA","Annotation Budget":"10%"}. This record does not assert independent reproduction. ### CoTTA Dice: 84.61. Result ID: 69b92d2d47f34ce924a2890d. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Type":"TTA","Setting":"instance-wise"}. This record does not assert independent reproduction. ### COME Dice: 84.57. Result ID: 69b92d2d47f34ce924a28910. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Type":"TTA","Setting":"instance-wise"}. This record does not assert independent reproduction. ### SPA Dice: 84.19. Result ID: 69b92d2d47f34ce924a28911. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Type":"TTA","Setting":"instance-wise"}. This record does not assert independent reproduction. ### CoTTA Dice: 84.09. Result ID: 69b92d2d47f34ce924a28955. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Type":"TTA"}. This record does not assert independent reproduction. ### COME Dice: 84. Result ID: 69b92d2d47f34ce924a28958. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Type":"TTA"}. This record does not assert independent reproduction. ### SPA Dice: 83.94. Result ID: 69b92d2d47f34ce924a28959. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Type":"TTA"}. This record does not assert independent reproduction. ### Random Dice: 83.8. Result ID: 69b92d2d47f34ce924a2895f. [Reporting paper]() Recorded evaluation configuration: {"Type":"ATTA","Annotation Budget":"20%"}. This record does not assert independent reproduction. ### Random Dice: 83.25. Result ID: 69b92d2d47f34ce924a2895a. [Reporting paper]() Recorded evaluation configuration: {"Type":"ATTA","Annotation Budget":"10%"}. This record does not assert independent reproduction. ### SAR Dice: 82.46. Result ID: 69b92d2d47f34ce924a2890e. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Type":"TTA","Setting":"instance-wise"}. This record does not assert independent reproduction. ### GraTa Dice: 82.42. Result ID: 69b92d2d47f34ce924a28957. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Type":"TTA"}. This record does not assert independent reproduction. ### SAM-Med2D Dice: 82.34. Result ID: 69b92d2d47f34ce924a2890b. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Type":"Zero-shot","Setting":"instance-wise"}. This record does not assert independent reproduction. ### SAM-Med2D Dice: 82.34. Result ID: 69b92d2d47f34ce924a28953. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Type":"Zero-shot"}. This record does not assert independent reproduction. ### GraTa Dice: 82.31. Result ID: 69b92d2d47f34ce924a2890f. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Type":"TTA","Setting":"instance-wise"}. This record does not assert independent reproduction. ### SAR Dice: 82.08. Result ID: 69b92d2d47f34ce924a28956. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Type":"TTA"}. This record does not assert independent reproduction. ### TENT Dice: 81.67. Result ID: 69b92d2d47f34ce924a28954. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Type":"TTA"}. This record does not assert independent reproduction. ### TENT Dice: 80.59. Result ID: 69b92d2d47f34ce924a2890c. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Type":"TTA","Setting":"instance-wise"}. This record does not assert independent reproduction. Page 1 of 1. This is an index page, not the full collection.