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ResearchFormerly WizWand

2D Medical Image Segmentation on COVID-QU-Ex (Dice)

96.53Dice ScoreRollingUNet + MAPO
91.111692.518393.92595.3317Dec 17, 2025
Updated 8mo ago

Evaluation results

MethodLinks
RollingUNet + MAPOBackbone=CNN2025.1296.53
U2-Net + MAPOBackbone=CNN2025.1296.49
TransAttUNet + MAPOBackbone=Hybrid2025.1296.3
H2Former + MAPOBackbone=Hybrid2025.1296.05
U2-NetBackbone=CNN2025.1295.95
TransAttUNetBackbone=Hybrid2025.1295.13
MISSFormer + MAPOBackbone=ViT2025.1295.12
H2FormerBackbone=Hybrid2025.1295.05
U-Net + MAPOBackbone=CNN2025.1294.99
SwinUNet + MAPOBackbone=ViT2025.1294.67
MISSFormerBackbone=ViT2025.1293.93
U-NetBackbone=CNN2025.1293.65
SwinUNetBackbone=ViT2025.1292.61
RollingUNetBackbone=CNN2025.1291.32