Sensitivity on BraTS Whole Tumor (WT) 2024
86.16Average Sensitivity (WT)AdaMM
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| AdaMMMissing Modality Scenarios=Average across 15 configurations2025.09 | 86.16 | — | 5.97 | |
| MSTKDNetMissing Modality Scenarios=Average across 15 configurations2025.09 | 85.32 | — | 5.93 | |
| SRMNetMissing Modality Scenarios=Average across 15 configurations2025.09 | 85.28 | — | 5.2 | |
| AdaMM (w/o LGRM)ablation=without Lesion-Presence-Guided Reliability Module, Missing Modality Scenarios=Average across 15 configurations2025.09 | 83.81 | — | 5.92 | |
| RMBTSMissing Modality Scenarios=Average across 15 configurations2025.09 | 83 | — | 4.4 | |
| LCKDMissing Modality Scenarios=Average across 15 configurations2025.09 | 82.61 | — | 2.38 | |
| AdaMM (w/o BBDM)ablation=without Bi-Bottleneck Distillation Module, Missing Modality Scenarios=Average across 15 configurations2025.09 | 82.1 | — | 6 | |
| AdaMM (w/o GRAM)ablation=without Graph-guided Adaptive Refinement Module, Missing Modality Scenarios=Average across 15 configurations2025.09 | 81.31 | — | 6.05 | |
| SMUNetMissing Modality Scenarios=Average across 15 configurations2025.09 | 80.02 | — | 5.68 | |
| MMCformerMissing Modality Scenarios=Average across 15 configurations2025.09 | 78.27 | — | 6.21 | |
| ACNMissing Modality Scenarios=Average across 15 configurations2025.09 | 73.21 | — | 8.39 | |
| RA-HVEDMissing Modality Scenarios=Average across 15 configurations2025.09 | 73.02 | — | 13.26 | |
| XLSTM-HVEDMissing Modality Scenarios=Average across 15 configurations2025.09 | 71.95 | — | 12.05 | |
| RFNetMissing Modality Scenarios=Average across 15 configurations2025.09 | 69.59 | — | 0.97 | |
| mmFormerMissing Modality Scenarios=Average across 15 configurations2025.09 | 69.42 | — | 1.26 | |
| M2FTransMissing Modality Scenarios=Average across 15 configurations2025.09 | 68.46 | — | 1.81 | |
| MriSegMissing Modality Scenarios=Average across 15 configurations2025.09 | 68.15 | — | 1.67 | |
| Hyper-GAEMissing Modality Scenarios=Average across 15 configurations2025.09 | 66.96 | — | 3.24 | |
| MouseGAN++Missing Modality Scenarios=Average across 15 configurations2025.09 | 65.76 | — | 1.87 | |
| ShaSpecMissing Modality Scenarios=Average across 15 configurations2025.09 | 63.63 | — | 8.66 |