Whole Tumor Segmentation on BraTS 2024 (IoU Metrics)
80.67IoUAdaMM (Ours)
Evaluation Results
| Method | Links | |||
|---|---|---|---|---|
| AdaMM (Ours)Modality Combination=Full (Flair+T1+T1c+T2)2025.09 | 80.67 | 73.54 | 7.39 | |
| MSTKDNetModality Combination=Full (Flair+T1+T1c+T2)2025.09 | 78.49 | 71.31 | 7.16 | |
| SMUNetModality Combination=Full (Flair+T1+T1c+T2)2025.09 | 76.85 | 69.22 | 7.66 | |
| ShaSpecModality Combination=Full (Flair+T1+T1c+T2)2025.09 | 76.67 | 65.39 | 10.7 | |
| AdaMM w/o LGRMModality Combination=Full (Flair+T1+T1c+T2)2025.09 | 75.83 | 68.59 | 7.44 | |
| MMCformerModality Combination=Full (Flair+T1+T1c+T2)2025.09 | 75.77 | 67.71 | 8.12 | |
| RFNetModality Combination=Full (Flair+T1+T1c+T2)2025.09 | 75.38 | 67.35 | 7.8 | |
| LCKDModality Combination=Full (Flair+T1+T1c+T2)2025.09 | 75.17 | 71.11 | 2.94 | |
| AdaMM w/o BBDMModality Combination=Full (Flair+T1+T1c+T2)2025.09 | 75.05 | 67.33 | 8.22 | |
| AdaMM w/o GARMModality Combination=Full (Flair+T1+T1c+T2)2025.09 | 74.79 | 67.38 | 8.01 | |
| RA-HVEDModality Combination=Full (Flair+T1+T1c+T2)2025.09 | 74.73 | 61.19 | 13.72 | |
| MriSegModality Combination=Full (Flair+T1+T1c+T2)2025.09 | 74.29 | 63.37 | 10.43 | |
| MouseGAN++Modality Combination=Full (Flair+T1+T1c+T2)2025.09 | 73.54 | 60.7 | 8.07 | |
| M2FTransModality Combination=Full (Flair+T1+T1c+T2)2025.09 | 72.53 | 63.43 | 9.65 | |
| ACNModality Combination=Full (Flair+T1+T1c+T2)2025.09 | 72.28 | 63.31 | 9.72 | |
| Hyper-GAEModality Combination=Full (Flair+T1+T1c+T2)2025.09 | 70.82 | 63.56 | 6.37 | |
| SRMNetModality Combination=Full (Flair+T1+T1c+T2)2025.09 | 70.56 | 58.19 | 12.2 | |
| RMBTSModality Combination=Full (Flair+T1+T1c+T2)2025.09 | 68.61 | 57.92 | 10.38 | |
| mmFormerModality Combination=Full (Flair+T1+T1c+T2)2025.09 | 65.82 | 57.14 | 10.85 | |
| XLSTM-HVEDModality Combination=Full (Flair+T1+T1c+T2)2025.09 | 63.64 | 52.93 | 10.68 |