# Brain Tumor Segmentation on BraTS 2024 (test) Source: [Brain Tumor Segmentation on BraTS 2024 (test)]() Collection index: [llms.txt]() Data updated: 2026-04-27T06:59:36.330Z Evaluation of brain tumor segmentation performance on the test split of the BraTS 2024 dataset, reporting the Average Dice Similarity Coefficient (DSC). 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 2024 (test) | | Metric | Average DSC | | Unit | PERCENT | | Direction | Higher is better | | Results loaded | 30 of 30 | | 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 - [Average DSC](): Higher is better; unit: PERCENT. ## Recorded results | Method | Average DSC | Result date | Report paper | | --- | --- | --- | --- | | UniME | 88.02 | Not recorded | 69eeed9255a3c32af89f9780 | | M3AE | 86.18 | Not recorded | 69eeed9255a3c32af89f9780 | | IM-Fuse | 86.02 | Not recorded | 69eeed9255a3c32af89f9780 | | M^2SegMamba | 85.69 | Not recorded | 69eeed9255a3c32af89f9780 | | LS3M | 85.45 | Not recorded | 69eeed9255a3c32af89f9780 | | M^2FTrans | 85.37 | Not recorded | 69eeed9255a3c32af89f9780 | | mmFormer | 84.76 | Not recorded | 69eeed9255a3c32af89f9780 | | RFNet | 84.58 | Not recorded | 69eeed9255a3c32af89f9780 | | U-HEVD | 77.7 | Not recorded | 69eeed9255a3c32af89f9780 | | UniME | 77.49 | Not recorded | 69eeed9255a3c32af89f9780 | | M3AE | 75.53 | Not recorded | 69eeed9255a3c32af89f9780 | | UniME | 75.12 | Not recorded | 69eeed9255a3c32af89f9780 | | M^2SegMamba | 74.69 | Not recorded | 69eeed9255a3c32af89f9780 | | IM-Fuse | 73.97 | Not recorded | 69eeed9255a3c32af89f9780 | | LS3M | 73.2 | Not recorded | 69eeed9255a3c32af89f9780 | | M^2FTrans | 73.07 | Not recorded | 69eeed9255a3c32af89f9780 | | mmFormer | 72.2 | Not recorded | 69eeed9255a3c32af89f9780 | | M3AE | 72.19 | Not recorded | 69eeed9255a3c32af89f9780 | | M^2SegMamba | 71.68 | Not recorded | 69eeed9255a3c32af89f9780 | | IM-Fuse | 71.44 | Not recorded | 69eeed9255a3c32af89f9780 | | RFNet | 71.2 | Not recorded | 69eeed9255a3c32af89f9780 | | LS3M | 70.88 | Not recorded | 69eeed9255a3c32af89f9780 | | M^2FTrans | 70.87 | Not recorded | 69eeed9255a3c32af89f9780 | | mmFormer | 69.56 | Not recorded | 69eeed9255a3c32af89f9780 | | RFNet | 68.54 | Not recorded | 69eeed9255a3c32af89f9780 | | U-HEVD | 60.54 | Not recorded | 69eeed9255a3c32af89f9780 | | HeMIS | 58.6 | Not recorded | 69eeed9255a3c32af89f9780 | | U-HEVD | 56.4 | Not recorded | 69eeed9255a3c32af89f9780 | | HeMIS | 31.37 | Not recorded | 69eeed9255a3c32af89f9780 | | HeMIS | 28.98 | Not recorded | 69eeed9255a3c32af89f9780 | ### UniME Average DSC: 88.02. Result ID: 69ef07e047f34ce924d4a874. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Modality Combination":"Average"}. This record does not assert independent reproduction. ### M3AE Average DSC: 86.18. Result ID: 69ef07e047f34ce924d4a86f. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Modality Combination":"Average"}. This record does not assert independent reproduction. ### IM-Fuse Average DSC: 86.02. Result ID: 69ef07e047f34ce924d4a872. [Reporting paper]() Recorded evaluation configuration: {"Modality Combination":"Average"}. This record does not assert independent reproduction. ### M^2SegMamba Average DSC: 85.69. Result ID: 69ef07e047f34ce924d4a873. [Reporting paper]() Recorded evaluation configuration: {"Modality Combination":"Average"}. This record does not assert independent reproduction. ### LS3M Average DSC: 85.45. Result ID: 69ef07e047f34ce924d4a871. [Reporting paper]() Recorded evaluation configuration: {"Modality Combination":"Average"}. This record does not assert independent reproduction. ### M^2FTrans Average DSC: 85.37. Result ID: 69ef07e047f34ce924d4a870. [Reporting paper]() Recorded evaluation configuration: {"Modality Combination":"Average"}. This record does not assert independent reproduction. ### mmFormer Average DSC: 84.76. Result ID: 69ef07e047f34ce924d4a86e. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Modality Combination":"Average"}. This record does not assert independent reproduction. ### RFNet Average DSC: 84.58. Result ID: 69ef07e047f34ce924d4a86d. [Reporting paper]() Recorded evaluation configuration: {"Modality Combination":"Average"}. This record does not assert independent reproduction. ### U-HEVD Average DSC: 77.7. Result ID: 69ef07e047f34ce924d4a86c. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Modality Combination":"Average"}. This record does not assert independent reproduction. ### UniME Average DSC: 77.49. Result ID: 69ef07e047f34ce924d4a87e. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Modality Combination":"Average"}. This record does not assert independent reproduction. ### M3AE Average DSC: 75.53. Result ID: 69ef07e047f34ce924d4a879. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Modality Combination":"Average"}. This record does not assert independent reproduction. ### UniME Average DSC: 75.12. Result ID: 69ef07e047f34ce924d4a888. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Modality Combination":"Average"}. This record does not assert independent reproduction. ### M^2SegMamba Average DSC: 74.69. Result ID: 69ef07e047f34ce924d4a87d. [Reporting paper]() Recorded evaluation configuration: {"Modality Combination":"Average"}. This record does not assert independent reproduction. ### IM-Fuse Average DSC: 73.97. Result ID: 69ef07e047f34ce924d4a87c. [Reporting paper]() Recorded evaluation configuration: {"Modality Combination":"Average"}. This record does not assert independent reproduction. ### LS3M Average DSC: 73.2. Result ID: 69ef07e047f34ce924d4a87b. [Reporting paper]() Recorded evaluation configuration: {"Modality Combination":"Average"}. This record does not assert independent reproduction. ### M^2FTrans Average DSC: 73.07. Result ID: 69ef07e047f34ce924d4a87a. [Reporting paper]() Recorded evaluation configuration: {"Modality Combination":"Average"}. This record does not assert independent reproduction. ### mmFormer Average DSC: 72.2. Result ID: 69ef07e047f34ce924d4a878. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Modality Combination":"Average"}. This record does not assert independent reproduction. ### M3AE Average DSC: 72.19. Result ID: 69ef07e047f34ce924d4a883. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Modality Combination":"Average"}. This record does not assert independent reproduction. ### M^2SegMamba Average DSC: 71.68. Result ID: 69ef07e047f34ce924d4a887. [Reporting paper]() Recorded evaluation configuration: {"Modality Combination":"Average"}. This record does not assert independent reproduction. ### IM-Fuse Average DSC: 71.44. Result ID: 69ef07e047f34ce924d4a886. [Reporting paper]() Recorded evaluation configuration: {"Modality Combination":"Average"}. This record does not assert independent reproduction. ### RFNet Average DSC: 71.2. Result ID: 69ef07e047f34ce924d4a877. [Reporting paper]() Recorded evaluation configuration: {"Modality Combination":"Average"}. This record does not assert independent reproduction. ### LS3M Average DSC: 70.88. Result ID: 69ef07e047f34ce924d4a885. [Reporting paper]() Recorded evaluation configuration: {"Modality Combination":"Average"}. This record does not assert independent reproduction. ### M^2FTrans Average DSC: 70.87. Result ID: 69ef07e047f34ce924d4a884. [Reporting paper]() Recorded evaluation configuration: {"Modality Combination":"Average"}. This record does not assert independent reproduction. ### mmFormer Average DSC: 69.56. Result ID: 69ef07e047f34ce924d4a882. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Modality Combination":"Average"}. This record does not assert independent reproduction. ### RFNet Average DSC: 68.54. Result ID: 69ef07e047f34ce924d4a881. [Reporting paper]() Recorded evaluation configuration: {"Modality Combination":"Average"}. This record does not assert independent reproduction. ### U-HEVD Average DSC: 60.54. Result ID: 69ef07e047f34ce924d4a876. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Modality Combination":"Average"}. This record does not assert independent reproduction. ### HeMIS Average DSC: 58.6. Result ID: 69ef07e047f34ce924d4a86b. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Modality Combination":"Average"}. This record does not assert independent reproduction. ### U-HEVD Average DSC: 56.4. Result ID: 69ef07e047f34ce924d4a880. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Modality Combination":"Average"}. This record does not assert independent reproduction. ### HeMIS Average DSC: 31.37. Result ID: 69ef07e047f34ce924d4a875. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Modality Combination":"Average"}. This record does not assert independent reproduction. ### HeMIS Average DSC: 28.98. Result ID: 69ef07e047f34ce924d4a87f. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Modality Combination":"Average"}. This record does not assert independent reproduction. Page 1 of 1. This is an index page, not the full collection.