# Glioblastoma Segmentation on UPENN-GBM Source: [Glioblastoma Segmentation on UPENN-GBM]() Collection index: [llms.txt]() Data updated: 2026-02-26T05:41:52.321Z Evaluation of Glioblastoma segmentation performance on the UPENN-GBM dataset, reporting metrics for key tumor sub-regions (ET, TC, WT) and an overall average score. 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 | Glioblastoma Segmentation | | Dataset (including any stated split) | UPENN-GBM | | Metric | ET Segmentation Score | | Unit | PERCENT | | Direction | Higher is better | | Results loaded | 17 of 17 | | 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 - [ET Segmentation Score](): Higher is better; unit: PERCENT. - [TC Segmentation Score](): Higher is better; unit: PERCENT. - [WT Segmentation Score](): Higher is better; unit: PERCENT. - [Average Segmentation Score](): Higher is better; unit: PERCENT. ## Recorded results | Method | ET Segmentation Score | Result date | Report paper | | --- | --- | --- | --- | | BrainMVP | 88.49 | Not recorded | 68fa77b91e209131cea74fab | | UniFormer | 87.93 | Not recorded | 68fa77b91e209131cea74fab | | M3AE | 87.75 | Not recorded | 68fa77b91e209131cea74fab | | Swin-UNETR | 87.6 | Not recorded | 68fa77b91e209131cea74fab | | BrainMVP | 87.3 | Not recorded | 68fa77b91e209131cea74fab | | Swin-UNETR\* | 87.24 | Not recorded | 68fa77b91e209131cea74fab | | M3AE | 87.15 | Not recorded | 68fa77b91e209131cea74fab | | GVSL | 87.09 | Not recorded | 68fa77b91e209131cea74fab | | DAE | 86.9 | Not recorded | 68fa77b91e209131cea74fab | | VoCo | 86.65 | Not recorded | 68fa77b91e209131cea74fab | | MG | 86.64 | Not recorded | 68fa77b91e209131cea74fab | | TransVW | 85.95 | Not recorded | 68fa77b91e209131cea74fab | | UNET3D | 85.65 | Not recorded | 68fa77b91e209131cea74fab | | SimMIM | 83.7 | Not recorded | 68fa77b91e209131cea74fab | | MAE3D | 83.66 | Not recorded | 68fa77b91e209131cea74fab | | UNETR | 83.1 | Not recorded | 68fa77b91e209131cea74fab | | MoCov3 | 83.02 | Not recorded | 68fa77b91e209131cea74fab | ### BrainMVP ET Segmentation Score: 88.49. Result ID: 699562d53badfaffe655853e. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Modality":"MRI","Network":"UniFormer","Pre-training Strategy":"With Medical SSL"}. This record does not assert independent reproduction. ### UniFormer ET Segmentation Score: 87.93. Result ID: 699562d53badfaffe6558530. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Pre-training Strategy":"From Scratch","Network":"UniFormer"}. This record does not assert independent reproduction. ### M3AE ET Segmentation Score: 87.75. Result ID: 699562d53badfaffe655853c. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Modality":"MRI","Network":"UniFormer","Pre-training Strategy":"With Medical SSL"}. This record does not assert independent reproduction. ### Swin-UNETR ET Segmentation Score: 87.6. Result ID: 699562d53badfaffe6558531. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Pre-training Strategy":"From Scratch","Network":"Swin-UNETR"}. This record does not assert independent reproduction. ### BrainMVP ET Segmentation Score: 87.3. Result ID: 699562d53badfaffe655853d. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Modality":"MRI","Network":"UNET3D","Pre-training Strategy":"With Medical SSL"}. This record does not assert independent reproduction. ### Swin-UNETR\* ET Segmentation Score: 87.24. Result ID: 699562d53badfaffe6558538. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Modality":"MRI","Network":"Swin-UNETR","Pre-training Strategy":"With Medical SSL"}. This record does not assert independent reproduction. ### M3AE ET Segmentation Score: 87.15. Result ID: 699562d53badfaffe655853b. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Modality":"MRI","Network":"UNET3D","Pre-training Strategy":"With Medical SSL"}. This record does not assert independent reproduction. ### GVSL ET Segmentation Score: 87.09. Result ID: 699562d53badfaffe6558537. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Modality":"CT","Network":"UNET3D","Pre-training Strategy":"With Medical SSL"}. This record does not assert independent reproduction. ### DAE ET Segmentation Score: 86.9. Result ID: 699562d53badfaffe655853a. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Modality":"MRI","Network":"Swin-UNETR","Pre-training Strategy":"With Medical SSL"}. This record does not assert independent reproduction. ### VoCo ET Segmentation Score: 86.65. Result ID: 699562d53badfaffe6558539. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Modality":"MRI","Network":"Swin-UNETR","Pre-training Strategy":"With Medical SSL"}. This record does not assert independent reproduction. ### MG ET Segmentation Score: 86.64. Result ID: 699562d53badfaffe6558535. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Modality":"CXR, CT","Network":"UNET3D","Pre-training Strategy":"With Medical SSL"}. This record does not assert independent reproduction. ### TransVW ET Segmentation Score: 85.95. Result ID: 699562d53badfaffe6558536. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Modality":"CT","Network":"UNET3D","Pre-training Strategy":"With Medical SSL"}. This record does not assert independent reproduction. ### UNET3D ET Segmentation Score: 85.65. Result ID: 699562d53badfaffe655852f. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Pre-training Strategy":"From Scratch","Network":"UNET3D"}. This record does not assert independent reproduction. ### SimMIM ET Segmentation Score: 83.7. Result ID: 699562d53badfaffe6558533. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Modality":"Natural","Network":"UNETR","Pre-training Strategy":"With General SSL"}. This record does not assert independent reproduction. ### MAE3D ET Segmentation Score: 83.66. Result ID: 699562d53badfaffe6558532. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Modality":"Natural","Network":"UNETR","Pre-training Strategy":"With General SSL"}. This record does not assert independent reproduction. ### UNETR ET Segmentation Score: 83.1. Result ID: 699562d53badfaffe655852e. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Pre-training Strategy":"From Scratch","Network":"UNETR"}. This record does not assert independent reproduction. ### MoCov3 ET Segmentation Score: 83.02. Result ID: 699562d53badfaffe6558534. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Modality":"Natural","Network":"UNETR","Pre-training Strategy":"With General SSL"}. This record does not assert independent reproduction. Page 1 of 1. This is an index page, not the full collection.