Tumor Core (TC) Segmentation (IoU Metrics) on BraTS 2024
71.31IoU (TC)AdaMM (Ours)
Evaluation Results
| Method | Links | |||
|---|---|---|---|---|
| AdaMM (Ours)Modality Combination=Full (Flair+T1+T1c+T2)2025.09 | 71.31 | 56.55 | 14.39 | |
| AdaMM w/o BBDMModality Combination=Full (Flair+T1+T1c+T2)2025.09 | 70.39 | 53.64 | 15.68 | |
| AdaMM w/o GARMModality Combination=Full (Flair+T1+T1c+T2)2025.09 | 69.43 | 53.06 | 16.47 | |
| AdaMM w/o LGRMModality Combination=Full (Flair+T1+T1c+T2)2025.09 | 69 | 50.78 | 17.19 | |
| MSTKDNetModality Combination=Full (Flair+T1+T1c+T2)2025.09 | 62.95 | 45.79 | 15.82 | |
| SMUNetModality Combination=Full (Flair+T1+T1c+T2)2025.09 | 62.45 | 43.22 | 17.19 | |
| ACNModality Combination=Full (Flair+T1+T1c+T2)2025.09 | 58.72 | 39.09 | 17.92 | |
| RMBTSModality Combination=Full (Flair+T1+T1c+T2)2025.09 | 57.44 | 38.56 | 14.33 | |
| Hyper-GAEModality Combination=Full (Flair+T1+T1c+T2)2025.09 | 56.78 | 37.83 | 11.9 | |
| MriSegModality Combination=Full (Flair+T1+T1c+T2)2025.09 | 54.04 | 34.24 | 16.02 | |
| MMCformerModality Combination=Full (Flair+T1+T1c+T2)2025.09 | 53.89 | 36.25 | 15.19 | |
| ShaSpecModality Combination=Full (Flair+T1+T1c+T2)2025.09 | 52.2 | 35.48 | 11.75 | |
| M2FTransModality Combination=Full (Flair+T1+T1c+T2)2025.09 | 51.44 | 35.97 | 13.35 | |
| MouseGAN++Modality Combination=Full (Flair+T1+T1c+T2)2025.09 | 50.96 | 43.27 | 4.98 | |
| mmFormerModality Combination=Full (Flair+T1+T1c+T2)2025.09 | 46.65 | 31.68 | 10.89 | |
| RFNetModality Combination=Full (Flair+T1+T1c+T2)2025.09 | 45.65 | 31.44 | 13.18 | |
| SRMNetModality Combination=Full (Flair+T1+T1c+T2)2025.09 | 43.84 | 26.99 | 14.98 | |
| XLSTM-HVEDModality Combination=Full (Flair+T1+T1c+T2)2025.09 | 39.93 | 23 | 15.52 | |
| RA-HVEDModality Combination=Full (Flair+T1+T1c+T2)2025.09 | 38.53 | 24.04 | 12.82 | |
| LCKDModality Combination=Full (Flair+T1+T1c+T2)2025.09 | 35.99 | 30.18 | 5.03 |