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ResearchFormerly WizWand

Medical Image Segmentation on LA (val test)

91.47Dice CoefficientV-Net
50.993261.501672.0182.5184Oct 2, 2023
Updated 8mo ago

Evaluation results

MethodLinks
V-NetLabeled Scans=80 (All), Unlabeled Scans=0, Para. (M)=9.44, MACs(G)=47.022023.1091.4784.365.481.51
Cross-ALDLabeled Scans=8 (10%), Unlabeled Scans=72 (90%), Para. (M)=9.46, MACs(G)=47.172023.1089.9281.787.651.546
Cross-ALDLabeled Scans=4 (5%), Unlabeled Scans=76 (95%), Para. (M)=9.46, MACs(G)=47.172023.1088.6279.627.0981.83
SS-NetLabeled Scans=8 (10%), Unlabeled Scans=72 (90%), Para. (M)=9.46, MACs(G)=47.172023.1088.5579.627.491.9
UA-MTLabeled Scans=8 (10%), Unlabeled Scans=72 (90%), Para. (M)=9.44, MACs(G)=47.022023.1087.7978.398.682.12
MC-NetLabeled Scans=8 (10%), Unlabeled Scans=72 (90%), Para. (M)=12.35, MACs(G)=95.152023.1087.6278.2510.031.82
SASSNetLabeled Scans=8 (10%), Unlabeled Scans=72 (90%), Para. (M)=9.44, MACs(G)=47.052023.1087.5478.059.842.59
DTCLabeled Scans=8 (10%), Unlabeled Scans=72 (90%), Para. (M)=9.44, MACs(G)=47.052023.1087.5178.178.232.36
URPCLabeled Scans=8 (10%), Unlabeled Scans=72 (90%), Para. (M)=5.88, MACs(G)=69.432023.1086.9277.0311.132.28
SS-NetLabeled Scans=4 (5%), Unlabeled Scans=76 (95%), Para. (M)=9.46, MACs(G)=47.172023.1086.3376.159.972.31
MC-NetLabeled Scans=4 (5%), Unlabeled Scans=76 (95%), Para. (M)=12.35, MACs(G)=95.152023.1083.5972.3614.072.7
V-NetLabeled Scans=8 (10%), Unlabeled Scans=0, Para. (M)=9.44, MACs(G)=47.022023.1082.7471.7213.353.26
URPCLabeled Scans=4 (5%), Unlabeled Scans=76 (95%), Para. (M)=5.88, MACs(G)=69.432023.1082.4871.3514.653.65
UA-MTLabeled Scans=4 (5%), Unlabeled Scans=76 (95%), Para. (M)=9.44, MACs(G)=47.022023.1082.2670.9813.713.82
SASSNetLabeled Scans=4 (5%), Unlabeled Scans=76 (95%), Para. (M)=9.44, MACs(G)=47.052023.1081.669.6316.163.58
DTCLabeled Scans=4 (5%), Unlabeled Scans=76 (95%), Para. (M)=9.44, MACs(G)=47.052023.1081.2569.3314.93.99
V-NetLabeled Scans=4 (5%), Unlabeled Scans=0, Para. (M)=9.44, MACs(G)=47.022023.1052.5539.647.059.87