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ResearchFormerly WizWand

Whole Tumor Segmentation on MetsToBrain-Masks (Pretreatment)

25.12HD95AdaMM
23.499234.439645.3856.3204Sep 18, 2025
Updated 4mo ago

Evaluation results

MethodLinks
AdaMMModality Setting=Average (15 combinations)2025.0925.1225.128.13
SMUNetModality Setting=Average (15 combinations)2025.0928.7328.736.41
RFNetModality Setting=Average (15 combinations)2025.0930.3130.314.62
LCKDModality Setting=Average (15 combinations)2025.0930.3630.364.18
RA-HVEDModality Setting=Average (15 combinations)2025.0930.4930.499.07
ACNModality Setting=Average (15 combinations)2025.0930.5330.537.4
MriSegModality Setting=Average (15 combinations)2025.0930.8730.878.17
AdaMM (w/o LGRM)Ablation=without Lesion-Presence-Guided Reliability Module2025.0932.4932.4910.45
AdaMM (w/o GARM)Ablation=without Graph-guided Adaptive Refinement Module2025.0933.6433.6417.32
MMCformerModality Setting=Average (15 combinations)2025.0934.1234.126.64
AdaMM (w/o BBDM)Ablation=without Bi-Bottleneck Distillation Module2025.0938.4438.4412.95
SRMNetModality Setting=Average (15 combinations)2025.0947.0347.0331.38
mmFormerModality Setting=Average (15 combinations)2025.0949.9149.9132.34
RMBTSModality Setting=Average (15 combinations)2025.0953.453.42.07
M2FTransModality Setting=Average (15 combinations)2025.0954.4254.4232.19
XLSTM-HVEDModality Setting=Average (15 combinations)2025.0956.0156.0115.43
MSTKDNetModality Setting=Average (15 combinations)2025.0956.6956.6916.6
ShaSpecModality Setting=Average (15 combinations)2025.0957.9257.9225.54
MouseGAN++Modality Setting=Average (15 combinations)2025.0964.3864.383.41
Hyper-GAEModality Setting=Average (15 combinations)2025.0965.6465.6412.34