# Medical Image Segmentation on BraTS-PED Source: [Medical Image Segmentation on BraTS-PED]() Collection index: [llms.txt]() Data updated: 2026-03-17T10:30:55.340Z Evaluation of medical image segmentation performance on the BraTS-PED dataset, reporting Dice, Jaccard (IoU), 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-PED | | Metric | Dice Score | | 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 Score](): Higher is better; unit: PERCENT. - [Jaccard Index (IoU)](): Higher is better; unit: PERCENT. - [Average Surface Distance (ASD)](): Lower is better; unit: SCALAR. - [Hausdorff Distance 95% (HD95)](): Lower is better; unit: SCALAR. ## Recorded results | Method | Dice Score | Result date | Report paper | | --- | --- | --- | --- | | EviATTA | 90.81 | Not recorded | 69b8e0200636e5bf4afbebd7 | | EviATTA | 90.4 | Not recorded | 69b8e0200636e5bf4afbebd7 | | EviATTA | 90.35 | Not recorded | 69b8e0200636e5bf4afbebd7 | | SimATTA | 89.76 | Not recorded | 69b8e0200636e5bf4afbebd7 | | EATTA | 89.2 | Not recorded | 69b8e0200636e5bf4afbebd7 | | Entropy | 89.1 | Not recorded | 69b8e0200636e5bf4afbebd7 | | Entropy | 88.96 | Not recorded | 69b8e0200636e5bf4afbebd7 | | Random | 88.71 | Not recorded | 69b8e0200636e5bf4afbebd7 | | EATTA | 88.6 | Not recorded | 69b8e0200636e5bf4afbebd7 | | Entropy | 88.45 | Not recorded | 69b8e0200636e5bf4afbebd7 | | EATTA | 88.31 | Not recorded | 69b8e0200636e5bf4afbebd7 | | SimATTA | 87.3 | Not recorded | 69b8e0200636e5bf4afbebd7 | | SimATTA | 86.94 | Not recorded | 69b8e0200636e5bf4afbebd7 | | COME | 86.71 | Not recorded | 69b8e0200636e5bf4afbebd7 | | Random | 86.4 | Not recorded | 69b8e0200636e5bf4afbebd7 | | Random | 86.4 | Not recorded | 69b8e0200636e5bf4afbebd7 | | COME | 86.35 | Not recorded | 69b8e0200636e5bf4afbebd7 | | TENT | 86.3 | Not recorded | 69b8e0200636e5bf4afbebd7 | | TENT | 86.03 | Not recorded | 69b8e0200636e5bf4afbebd7 | | CoTTA | 86.01 | Not recorded | 69b8e0200636e5bf4afbebd7 | | CoTTA | 85.87 | Not recorded | 69b8e0200636e5bf4afbebd7 | | SAR | 85.44 | Not recorded | 69b8e0200636e5bf4afbebd7 | | SAR | 85.36 | Not recorded | 69b8e0200636e5bf4afbebd7 | | SAM-Med2D | 84.84 | Not recorded | 69b8e0200636e5bf4afbebd7 | | SAM-Med2D | 84.84 | Not recorded | 69b8e0200636e5bf4afbebd7 | | GraTa | 84.24 | Not recorded | 69b8e0200636e5bf4afbebd7 | | GraTa | 84.02 | Not recorded | 69b8e0200636e5bf4afbebd7 | | SPA | 83.6 | Not recorded | 69b8e0200636e5bf4afbebd7 | | SPA | 83.48 | Not recorded | 69b8e0200636e5bf4afbebd7 | ### EviATTA Dice Score: 90.81. Result ID: 69b92d2d47f34ce924a28974. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Type":"ATTA","Annotation Budget":"20%"}. This record does not assert independent reproduction. ### EviATTA Dice Score: 90.4. Result ID: 69b92d2d47f34ce924a2896f. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Type":"ATTA","Annotation Budget":"10%"}. This record does not assert independent reproduction. ### EviATTA Dice Score: 90.35. Result ID: 69b92d2d47f34ce924a28922. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Type":"ATTA","Setting":"instance-wise"}. This record does not assert independent reproduction. ### SimATTA Dice Score: 89.76. Result ID: 69b92d2d47f34ce924a28920. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Type":"ATTA","Setting":"instance-wise"}. This record does not assert independent reproduction. ### EATTA Dice Score: 89.2. Result ID: 69b92d2d47f34ce924a28921. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Type":"ATTA","Setting":"instance-wise"}. This record does not assert independent reproduction. ### Entropy Dice Score: 89.1. Result ID: 69b92d2d47f34ce924a2891f. [Reporting paper]() Recorded evaluation configuration: {"Type":"ATTA","Setting":"instance-wise"}. This record does not assert independent reproduction. ### Entropy Dice Score: 88.96. Result ID: 69b92d2d47f34ce924a28971. [Reporting paper]() Recorded evaluation configuration: {"Type":"ATTA","Annotation Budget":"20%"}. This record does not assert independent reproduction. ### Random Dice Score: 88.71. Result ID: 69b92d2d47f34ce924a2891e. [Reporting paper]() Recorded evaluation configuration: {"Type":"ATTA","Setting":"instance-wise"}. This record does not assert independent reproduction. ### EATTA Dice Score: 88.6. Result ID: 69b92d2d47f34ce924a28973. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Type":"ATTA","Annotation Budget":"20%"}. This record does not assert independent reproduction. ### Entropy Dice Score: 88.45. Result ID: 69b92d2d47f34ce924a2896c. [Reporting paper]() Recorded evaluation configuration: {"Type":"ATTA","Annotation Budget":"10%"}. This record does not assert independent reproduction. ### EATTA Dice Score: 88.31. Result ID: 69b92d2d47f34ce924a2896e. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Type":"ATTA","Annotation Budget":"10%"}. This record does not assert independent reproduction. ### SimATTA Dice Score: 87.3. Result ID: 69b92d2d47f34ce924a28972. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Type":"ATTA","Annotation Budget":"20%"}. This record does not assert independent reproduction. ### SimATTA Dice Score: 86.94. Result ID: 69b92d2d47f34ce924a2896d. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Type":"ATTA","Annotation Budget":"10%"}. This record does not assert independent reproduction. ### COME Dice Score: 86.71. Result ID: 69b92d2d47f34ce924a2891c. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Type":"TTA","Setting":"instance-wise"}. This record does not assert independent reproduction. ### Random Dice Score: 86.4. Result ID: 69b92d2d47f34ce924a2896b. [Reporting paper]() Recorded evaluation configuration: {"Type":"ATTA","Annotation Budget":"10%"}. This record does not assert independent reproduction. ### Random Dice Score: 86.4. Result ID: 69b92d2d47f34ce924a28970. [Reporting paper]() Recorded evaluation configuration: {"Type":"ATTA","Annotation Budget":"20%"}. This record does not assert independent reproduction. ### COME Dice Score: 86.35. Result ID: 69b92d2d47f34ce924a28969. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Type":"TTA"}. This record does not assert independent reproduction. ### TENT Dice Score: 86.3. Result ID: 69b92d2d47f34ce924a28965. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Type":"TTA"}. This record does not assert independent reproduction. ### TENT Dice Score: 86.03. Result ID: 69b92d2d47f34ce924a28918. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Type":"TTA","Setting":"instance-wise"}. This record does not assert independent reproduction. ### CoTTA Dice Score: 86.01. Result ID: 69b92d2d47f34ce924a28919. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Type":"TTA","Setting":"instance-wise"}. This record does not assert independent reproduction. ### CoTTA Dice Score: 85.87. Result ID: 69b92d2d47f34ce924a28966. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Type":"TTA"}. This record does not assert independent reproduction. ### SAR Dice Score: 85.44. Result ID: 69b92d2d47f34ce924a2891a. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Type":"TTA","Setting":"instance-wise"}. This record does not assert independent reproduction. ### SAR Dice Score: 85.36. Result ID: 69b92d2d47f34ce924a28967. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Type":"TTA"}. This record does not assert independent reproduction. ### SAM-Med2D Dice Score: 84.84. Result ID: 69b92d2d47f34ce924a28917. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Type":"Zero-shot","Setting":"instance-wise"}. This record does not assert independent reproduction. ### SAM-Med2D Dice Score: 84.84. Result ID: 69b92d2d47f34ce924a28964. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Type":"Zero-shot"}. This record does not assert independent reproduction. ### GraTa Dice Score: 84.24. Result ID: 69b92d2d47f34ce924a2891b. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Type":"TTA","Setting":"instance-wise"}. This record does not assert independent reproduction. ### GraTa Dice Score: 84.02. Result ID: 69b92d2d47f34ce924a28968. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Type":"TTA"}. This record does not assert independent reproduction. ### SPA Dice Score: 83.6. Result ID: 69b92d2d47f34ce924a2896a. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Type":"TTA"}. This record does not assert independent reproduction. ### SPA Dice Score: 83.48. Result ID: 69b92d2d47f34ce924a2891d. [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.