Brain Tumor Segmentation on BraTS Tumor Core (TC) 2024
77.49Average PerformanceRMBTS
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| RMBTSMissing Modality Scenarios=Average across 15 configurations2025.09 | 77.49 | — | 6.18 | |
| ACNMissing Modality Scenarios=Average across 15 configurations2025.09 | 73.21 | — | 8.39 | |
| AdaMMMissing Modality Scenarios=Average across 15 configurations2025.09 | 72.68 | — | 12.23 | |
| RFNetMissing Modality Scenarios=Average across 15 configurations2025.09 | 72.54 | — | 3.63 | |
| MriSegMissing Modality Scenarios=Average across 15 configurations2025.09 | 71.87 | — | 3.1 | |
| mmFormerMissing Modality Scenarios=Average across 15 configurations2025.09 | 71.52 | — | 4.63 | |
| LCKDMissing Modality Scenarios=Average across 15 configurations2025.09 | 71.24 | — | 3.89 | |
| M2FTransMissing Modality Scenarios=Average across 15 configurations2025.09 | 71.04 | — | 4.87 | |
| SMUNetMissing Modality Scenarios=Average across 15 configurations2025.09 | 70.72 | — | 9.99 | |
| AdaMM (w/o GRAM)ablation=without Graph-guided Adaptive Refinement Module, Missing Modality Scenarios=Average across 15 configurations2025.09 | 70.29 | — | 14.5 | |
| MMCformerMissing Modality Scenarios=Average across 15 configurations2025.09 | 69.61 | — | 10.75 | |
| AdaMM (w/o BBDM)ablation=without Bi-Bottleneck Distillation Module, Missing Modality Scenarios=Average across 15 configurations2025.09 | 69.31 | — | 15.13 | |
| Hyper-GAEMissing Modality Scenarios=Average across 15 configurations2025.09 | 66.96 | — | 3.24 | |
| SRMNetMissing Modality Scenarios=Average across 15 configurations2025.09 | 66.1 | — | 17.83 | |
| ShaSpecMissing Modality Scenarios=Average across 15 configurations2025.09 | 66.05 | — | 4.81 | |
| MouseGAN++Missing Modality Scenarios=Average across 15 configurations2025.09 | 63.51 | — | 3.28 | |
| RA-HVEDMissing Modality Scenarios=Average across 15 configurations2025.09 | 63.27 | — | 10.66 | |
| AdaMM (w/o LGRM)ablation=without Lesion-Presence-Guided Reliability Module, Missing Modality Scenarios=Average across 15 configurations2025.09 | 60.83 | — | 16.09 | |
| MSTKDNetMissing Modality Scenarios=Average across 15 configurations2025.09 | 58.84 | — | 12.71 | |
| XLSTM-HVEDMissing Modality Scenarios=Average across 15 configurations2025.09 | 56.64 | — | 19.56 |