Brain Tumor Segmentation on MSD Brain (test)
79.56mIoUMetaDCSeg
Evaluation Results
| Method | Links | |||
|---|---|---|---|---|
| MetaDCSegNoise Level=0%, Evaluation Method=mean of three sub-regions2025.11 | 79.56 | 89.23 | 5.23 | |
| MetaDCSegNoise Level=20%, Evaluation Method=mean of three sub-regions2025.11 | 76.89 | 86.45 | 6.12 | |
| L2B*Noise Level=0%, Evaluation Method=mean of three sub-regions2025.11 | 72.45 | 84.12 | 6.45 | |
| MetaDCSegNoise Level=40%, Evaluation Method=mean of three sub-regions2025.11 | 72.34 | 83.12 | 7.45 | |
| L2B*Noise Level=20%, Evaluation Method=mean of three sub-regions2025.11 | 68.34 | 81.23 | 7.89 | |
| MetaDCSegNoise Level=60%, Evaluation Method=mean of three sub-regions2025.11 | 66.45 | 79.89 | 9.67 | |
| L2B*Noise Level=40%, Evaluation Method=mean of three sub-regions2025.11 | 62.56 | 77.12 | 9.45 | |
| L2B*Noise Level=60%, Evaluation Method=mean of three sub-regions2025.11 | 56.78 | 72.45 | 12.67 | |
| HAMIL*Noise Level=0%, Evaluation Method=mean of three sub-regions2025.11 | 48.56 | 65.34 | 10.12 | |
| ConDSeg*Noise Level=0%, Evaluation Method=mean of three sub-regions2025.11 | 47.34 | 64.23 | 10.89 | |
| MAXFormer*Noise Level=0%, Evaluation Method=mean of three sub-regions2025.11 | 46.12 | 63.12 | 11.45 | |
| MADGNet*Noise Level=0%, Evaluation Method=mean of three sub-regions2025.11 | 45.78 | 62.78 | 11.67 | |
| HAMIL*Noise Level=20%, Evaluation Method=mean of three sub-regions2025.11 | 43.12 | 60.23 | 12.45 | |
| ConDSeg*Noise Level=20%, Evaluation Method=mean of three sub-regions2025.11 | 41.56 | 58.67 | 13.23 | |
| MAXFormer*Noise Level=20%, Evaluation Method=mean of three sub-regions2025.11 | 40.23 | 57.34 | 13.56 | |
| MADGNet*Noise Level=20%, Evaluation Method=mean of three sub-regions2025.11 | 39.56 | 56.67 | 14.12 | |
| HAMIL*Noise Level=40%, Evaluation Method=mean of three sub-regions2025.11 | 36.45 | 52.45 | 16.34 | |
| ConDSeg*Noise Level=40%, Evaluation Method=mean of three sub-regions2025.11 | 34.12 | 50.89 | 17.56 | |
| MAXFormer*Noise Level=40%, Evaluation Method=mean of three sub-regions2025.11 | 32.45 | 48.92 | 18.45 | |
| MADGNet*Noise Level=40%, Evaluation Method=mean of three sub-regions2025.11 | 31.89 | 48.23 | 19.23 | |
| HAMIL*Noise Level=60%, Evaluation Method=mean of three sub-regions2025.11 | 26.89 | 42.34 | 20.56 | |
| ConDSeg*Noise Level=60%, Evaluation Method=mean of three sub-regions2025.11 | 24.67 | 39.56 | 22.45 | |
| MAXFormer*Noise Level=60%, Evaluation Method=mean of three sub-regions2025.11 | 22.34 | 36.52 | 24.12 | |
| MADGNet*Noise Level=60%, Evaluation Method=mean of three sub-regions2025.11 | 21.56 | 35.45 | 25.67 |