Tumor Core Segmentation on MetsToBrain-Masks (Pretreatment)
27.98HD95AdaMM
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| AdaMMModality Setting=Average (15 combinations)2025.09 | 27.98 | 27.98 | 10.69 | |
| ACNModality Setting=Average (15 combinations)2025.09 | 33.76 | 33.76 | 11.68 | |
| LCKDModality Setting=Average (15 combinations)2025.09 | 34.89 | 34.89 | 3.42 | |
| SMUNetModality Setting=Average (15 combinations)2025.09 | 35.2 | 35.2 | 14.16 | |
| RA-HVEDModality Setting=Average (15 combinations)2025.09 | 38.35 | 38.35 | 22.28 | |
| AdaMM (w/o LGRM)Ablation=without Lesion-Presence-Guided Reliability Module2025.09 | 40.62 | 40.62 | 18.67 | |
| AdaMM (w/o GARM)Ablation=without Graph-guided Adaptive Refinement Module2025.09 | 43.61 | 43.61 | 25.87 | |
| MMCformerModality Setting=Average (15 combinations)2025.09 | 44.19 | 44.19 | 16.85 | |
| AdaMM (w/o BBDM)Ablation=without Bi-Bottleneck Distillation Module2025.09 | 44.7 | 44.7 | 18.12 | |
| MriSegModality Setting=Average (15 combinations)2025.09 | 48.62 | 48.62 | 24.15 | |
| RMBTSModality Setting=Average (15 combinations)2025.09 | 53.84 | 53.84 | 5.14 | |
| Hyper-GAEModality Setting=Average (15 combinations)2025.09 | 58.51 | 58.51 | 10.2 | |
| MouseGAN++Modality Setting=Average (15 combinations)2025.09 | 60.09 | 60.09 | 6.72 | |
| SRMNetModality Setting=Average (15 combinations)2025.09 | 63.6 | 63.6 | 47 | |
| RFNetModality Setting=Average (15 combinations)2025.09 | 68.92 | 68.92 | 42.49 | |
| mmFormerModality Setting=Average (15 combinations)2025.09 | 70.47 | 70.47 | 44.9 | |
| MSTKDNetModality Setting=Average (15 combinations)2025.09 | 72.2 | 72.2 | 26.03 | |
| M2FTransModality Setting=Average (15 combinations)2025.09 | 73.38 | 73.38 | 46.31 | |
| XLSTM-HVEDModality Setting=Average (15 combinations)2025.09 | 78.12 | 78.12 | 30.94 | |
| ShaSpecModality Setting=Average (15 combinations)2025.09 | 84.82 | 84.82 | 53.28 |