# Brain Tumor Segmentation on BraTS Whole 2020 Source: [Brain Tumor Segmentation on BraTS Whole 2020]() Collection index: [llms.txt]() Data updated: 2026-03-04T09:24:22.200Z Evaluation of brain tumor segmentation performance on the BraTS Whole 2020 dataset, reporting the Dice coefficient. 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 | Brain Tumor Segmentation | | Dataset (including any stated split) | BraTS Whole 2020 | | Metric | Dice Coefficient | | Unit | PERCENT | | Direction | Higher is better | | Results loaded | 26 of 26 | | 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 Coefficient](): Higher is better; unit: PERCENT. ## Recorded results | Method | Dice Coefficient | Result date | Report paper | | --- | --- | --- | --- | | DC-Seg (MPNS) | 90.94 | Not recorded | 69a66bbf2d603e6de3e3ca7d | | ShaSpec (MPNS) | 90.91 | Not recorded | 69a66bbf2d603e6de3e3ca7d | | DC-Seg (MPNS) | 87.44 | Not recorded | 69a66bbf2d603e6de3e3ca7d | | DC-Seg | 87.25 | Not recorded | 69a66bbf2d603e6de3e3ca7d | | RFNet | 86.98 | Not recorded | 69a66bbf2d603e6de3e3ca7d | | M3AE | 86.9 | Not recorded | 69a66bbf2d603e6de3e3ca7d | | mmFormer | 86.49 | Not recorded | 69a66bbf2d603e6de3e3ca7d | | ShaSpec (MPNS) | 86.41 | Not recorded | 69a66bbf2d603e6de3e3ca7d | | ShaSpec | 86.39 | Not recorded | 69a66bbf2d603e6de3e3ca7d | | M3AE | 86.1 | Not recorded | 69a66bbf2d603e6de3e3ca7d | | RFNet | 86.05 | Not recorded | 69a66bbf2d603e6de3e3ca7d | | mmFormer | 85.51 | Not recorded | 69a66bbf2d603e6de3e3ca7d | | DC-Seg | 85.16 | Not recorded | 69a66bbf2d603e6de3e3ca7d | | DC-Seg (MPNS) | 85.09 | Not recorded | 69a66bbf2d603e6de3e3ca7d | | RobustSeg | 84.17 | Not recorded | 69a66bbf2d603e6de3e3ca7d | | ShaSpec | 83.98 | Not recorded | 69a66bbf2d603e6de3e3ca7d | | ShaSpec (MPNS) | 83.86 | Not recorded | 69a66bbf2d603e6de3e3ca7d | | RobustSeg | 82.2 | Not recorded | 69a66bbf2d603e6de3e3ca7d | | DC-Seg (MPNS) | 79.45 | Not recorded | 69a66bbf2d603e6de3e3ca7d | | M3AE | 78.9 | Not recorded | 69a66bbf2d603e6de3e3ca7d | | DC-Seg | 78.57 | Not recorded | 69a66bbf2d603e6de3e3ca7d | | mmFormer | 78.04 | Not recorded | 69a66bbf2d603e6de3e3ca7d | | ShaSpec (MPNS) | 76.91 | Not recorded | 69a66bbf2d603e6de3e3ca7d | | RFNet | 76.77 | Not recorded | 69a66bbf2d603e6de3e3ca7d | | ShaSpec | 76.18 | Not recorded | 69a66bbf2d603e6de3e3ca7d | | RobustSeg | 71.39 | Not recorded | 69a66bbf2d603e6de3e3ca7d | ### DC-Seg (MPNS) Dice Coefficient: 90.94. Result ID: 69a7f9436dbb7075b94d12fe. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"FLAIR":"available","T1":"available","T1c":"available","T2":"available"}. This record does not assert independent reproduction. ### ShaSpec (MPNS) Dice Coefficient: 90.91. Result ID: 69a7f9436dbb7075b94d12fd. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"FLAIR":"available","T1":"available","T1c":"available","T2":"available"}. This record does not assert independent reproduction. ### DC-Seg (MPNS) Dice Coefficient: 87.44. Result ID: 69a7f9436dbb7075b94d1306. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Aggregation":"Average"}. This record does not assert independent reproduction. ### DC-Seg Dice Coefficient: 87.25. Result ID: 69a7f9436dbb7075b94d1305. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Aggregation":"Average"}. This record does not assert independent reproduction. ### RFNet Dice Coefficient: 86.98. Result ID: 69a7f9436dbb7075b94d1300. [Reporting paper]() Recorded evaluation configuration: {"Aggregation":"Average"}. This record does not assert independent reproduction. ### M3AE Dice Coefficient: 86.9. Result ID: 69a7f9436dbb7075b94d1302. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Aggregation":"Average"}. This record does not assert independent reproduction. ### mmFormer Dice Coefficient: 86.49. Result ID: 69a7f9436dbb7075b94d1301. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Aggregation":"Average"}. This record does not assert independent reproduction. ### ShaSpec (MPNS) Dice Coefficient: 86.41. Result ID: 69a7f9436dbb7075b94d1304. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Aggregation":"Average"}. This record does not assert independent reproduction. ### ShaSpec Dice Coefficient: 86.39. Result ID: 69a7f9436dbb7075b94d1303. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Aggregation":"Average"}. This record does not assert independent reproduction. ### M3AE Dice Coefficient: 86.1. Result ID: 69a7f9436dbb7075b94d12f0. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"FLAIR":"missing","T1":"missing","T1c":"missing","T2":"available"}. This record does not assert independent reproduction. ### RFNet Dice Coefficient: 86.05. Result ID: 69a7f9436dbb7075b94d12ee. [Reporting paper]() Recorded evaluation configuration: {"FLAIR":"missing","T1":"missing","T1c":"missing","T2":"available"}. This record does not assert independent reproduction. ### mmFormer Dice Coefficient: 85.51. Result ID: 69a7f9436dbb7075b94d12ef. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"FLAIR":"missing","T1":"missing","T1c":"missing","T2":"available"}. This record does not assert independent reproduction. ### DC-Seg Dice Coefficient: 85.16. Result ID: 69a7f9436dbb7075b94d12f3. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"FLAIR":"missing","T1":"missing","T1c":"missing","T2":"available"}. This record does not assert independent reproduction. ### DC-Seg (MPNS) Dice Coefficient: 85.09. Result ID: 69a7f9436dbb7075b94d12f4. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"FLAIR":"missing","T1":"missing","T1c":"missing","T2":"available"}. This record does not assert independent reproduction. ### RobustSeg Dice Coefficient: 84.17. Result ID: 69a7f9436dbb7075b94d12ff. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Aggregation":"Average"}. This record does not assert independent reproduction. ### ShaSpec Dice Coefficient: 83.98. Result ID: 69a7f9436dbb7075b94d12f1. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"FLAIR":"missing","T1":"missing","T1c":"missing","T2":"available"}. This record does not assert independent reproduction. ### ShaSpec (MPNS) Dice Coefficient: 83.86. Result ID: 69a7f9436dbb7075b94d12f2. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"FLAIR":"missing","T1":"missing","T1c":"missing","T2":"available"}. This record does not assert independent reproduction. ### RobustSeg Dice Coefficient: 82.2. Result ID: 69a7f9436dbb7075b94d12ed. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"FLAIR":"missing","T1":"missing","T1c":"missing","T2":"available"}. This record does not assert independent reproduction. ### DC-Seg (MPNS) Dice Coefficient: 79.45. Result ID: 69a7f9436dbb7075b94d12fc. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"FLAIR":"missing","T1":"missing","T1c":"available","T2":"missing"}. This record does not assert independent reproduction. ### M3AE Dice Coefficient: 78.9. Result ID: 69a7f9436dbb7075b94d12f8. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"FLAIR":"missing","T1":"missing","T1c":"available","T2":"missing"}. This record does not assert independent reproduction. ### DC-Seg Dice Coefficient: 78.57. Result ID: 69a7f9436dbb7075b94d12fb. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"FLAIR":"missing","T1":"missing","T1c":"available","T2":"missing"}. This record does not assert independent reproduction. ### mmFormer Dice Coefficient: 78.04. Result ID: 69a7f9436dbb7075b94d12f7. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"FLAIR":"missing","T1":"missing","T1c":"available","T2":"missing"}. This record does not assert independent reproduction. ### ShaSpec (MPNS) Dice Coefficient: 76.91. Result ID: 69a7f9436dbb7075b94d12fa. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"FLAIR":"missing","T1":"missing","T1c":"available","T2":"missing"}. This record does not assert independent reproduction. ### RFNet Dice Coefficient: 76.77. Result ID: 69a7f9436dbb7075b94d12f6. [Reporting paper]() Recorded evaluation configuration: {"FLAIR":"missing","T1":"missing","T1c":"available","T2":"missing"}. This record does not assert independent reproduction. ### ShaSpec Dice Coefficient: 76.18. Result ID: 69a7f9436dbb7075b94d12f9. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"FLAIR":"missing","T1":"missing","T1c":"available","T2":"missing"}. This record does not assert independent reproduction. ### RobustSeg Dice Coefficient: 71.39. Result ID: 69a7f9436dbb7075b94d12f5. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"FLAIR":"missing","T1":"missing","T1c":"available","T2":"missing"}. This record does not assert independent reproduction. Page 1 of 1. This is an index page, not the full collection.