Enhancing Tumor Segmentation on MetsToBrain-Masks (Pretreatment)
27.57HD95AdaMM
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| AdaMMModality Setting=Average (15 combinations)2025.09 | 27.57 | 27.57 | 10.87 | |
| ACNModality Setting=Average (15 combinations)2025.09 | 34.31 | 34.31 | 13.35 | |
| SMUNetModality Setting=Average (15 combinations)2025.09 | 34.83 | 34.83 | 14.68 | |
| RA-HVEDModality Setting=Average (15 combinations)2025.09 | 35.14 | 35.14 | 20.27 | |
| LCKDModality Setting=Average (15 combinations)2025.09 | 36.72 | 36.72 | 4.61 | |
| AdaMM (w/o LGRM)Ablation=without Lesion-Presence-Guided Reliability Module2025.09 | 41.46 | 41.46 | 20.8 | |
| AdaMM (w/o GARM)Ablation=without Graph-guided Adaptive Refinement Module2025.09 | 42.06 | 42.06 | 25.55 | |
| MMCformerModality Setting=Average (15 combinations)2025.09 | 44.39 | 44.39 | 20.35 | |
| AdaMM (w/o BBDM)Ablation=without Bi-Bottleneck Distillation Module2025.09 | 45.14 | 45.14 | 20.61 | |
| RMBTSModality Setting=Average (15 combinations)2025.09 | 49.88 | 49.88 | 5.88 | |
| MriSegModality Setting=Average (15 combinations)2025.09 | 50.93 | 50.93 | 25.72 | |
| Hyper-GAEModality Setting=Average (15 combinations)2025.09 | 53.61 | 53.61 | 9.94 | |
| MouseGAN++Modality Setting=Average (15 combinations)2025.09 | 56.17 | 56.17 | 6.24 | |
| SRMNetModality Setting=Average (15 combinations)2025.09 | 62.49 | 62.49 | 47.39 | |
| mmFormerModality Setting=Average (15 combinations)2025.09 | 69.42 | 69.42 | 44.93 | |
| RFNetModality Setting=Average (15 combinations)2025.09 | 70.27 | 70.27 | 42.77 | |
| MSTKDNetModality Setting=Average (15 combinations)2025.09 | 72.27 | 72.27 | 25.98 | |
| M2FTransModality Setting=Average (15 combinations)2025.09 | 72.69 | 72.69 | 46.91 | |
| XLSTM-HVEDModality Setting=Average (15 combinations)2025.09 | 78.44 | 78.44 | 31.04 | |
| ShaSpecModality Setting=Average (15 combinations)2025.09 | 84.63 | 84.63 | 54.24 |