Brain Tumor Segmentation (WT) on BraTS 2018
81.43IoUAdaMM
Evaluation Results
| Method | Links | |||
|---|---|---|---|---|
| AdaMMInput Modalities=All (Flair, T1, T1c, T2)2025.09 | 81.43 | 77.03 | 5.22 | |
| SMUNetInput Modalities=All (Flair, T1, T1c, T2)2025.09 | 81.18 | 75.3 | 6.94 | |
| M2FTransInput Modalities=All (Flair, T1, T1c, T2)2025.09 | 80.93 | 75.27 | 6.66 | |
| AdaMM (w/o LGRM)Input Modalities=All (Flair, T1, T1c, T2)2025.09 | 80.84 | 75.58 | 5.86 | |
| RA-HVEDInput Modalities=All (Flair, T1, T1c, T2)2025.09 | 80.74 | 73.9 | 7.67 | |
| AdaMM (w/o BBDM)Input Modalities=All (Flair, T1, T1c, T2)2025.09 | 80.1 | 74.23 | 6.88 | |
| AdaMM (w/o GARM)Input Modalities=All (Flair, T1, T1c, T2)2025.09 | 79.72 | 73.71 | 6.85 | |
| ACNInput Modalities=All (Flair, T1, T1c, T2)2025.09 | 79.69 | 73.86 | 7.26 | |
| MMCFormerInput Modalities=All (Flair, T1, T1c, T2)2025.09 | 78.68 | 72.18 | 7.43 | |
| MriSegInput Modalities=All (Flair, T1, T1c, T2)2025.09 | 78.57 | 68.56 | 12.34 | |
| SRMNetInput Modalities=All (Flair, T1, T1c, T2)2025.09 | 75.39 | 68.39 | 6.32 | |
| MSTKDNetInput Modalities=All (Flair, T1, T1c, T2)2025.09 | 74.8 | 68.52 | 5.08 | |
| XLSTM-HVEDInput Modalities=All (Flair, T1, T1c, T2)2025.09 | 74.29 | 63.37 | 10.43 | |
| mmFormerInput Modalities=All (Flair, T1, T1c, T2)2025.09 | 73.98 | 64.67 | 9.92 | |
| ShaSpecInput Modalities=All (Flair, T1, T1c, T2)2025.09 | 73.94 | 60.01 | 14.85 | |
| RMBTSInput Modalities=All (Flair, T1, T1c, T2)2025.09 | 73.3 | 65.58 | 6.57 | |
| LCKDInput Modalities=All (Flair, T1, T1c, T2)2025.09 | 73.09 | 67.94 | 3.95 | |
| Hyper-GAEInput Modalities=All (Flair, T1, T1c, T2)2025.09 | 71.31 | 65.92 | 3.46 | |
| MouseGAN++Input Modalities=All (Flair, T1, T1c, T2)2025.09 | 70.27 | 65.28 | 4.5 | |
| RFNetInput Modalities=All (Flair, T1, T1c, T2)2025.09 | 63.05 | 56.07 | 7.34 |