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ResearchFormerly WizWand

Binary Segmentation on CVC-ClinicDB (test)

91.91DSCNoise-robust Dice loss
81.624484.294786.96589.6353Jul 16, 2022
Updated 8mo ago

Evaluation results

MethodLinks
Noise-robust Dice lossArchitecture=TransUNet2022.0791.91
Focal Tversky lossArchitecture=TransUNet2022.0791.81
Dice lossArchitecture=TransUNet2022.0791.41
Adaptive t-vMF Dice lossArchitecture=TransUNet, lambda=22022.0791.32
Focal Dice lossArchitecture=TransUNet2022.0791.13
Generalised Dice lossArchitecture=TransUNet2022.0791.01
t-vMF Dice lossArchitecture=TransUNet, k=1282022.0790.76
Adaptive t-vMF Dice lossArchitecture=TransUNet, lambda=322022.0790.71
t-vMF Dice lossArchitecture=TransUNet, k=22022.0790.51
WS Dice lossArchitecture=TransUNet2022.0790.49
t-vMF Dice lossArchitecture=TransUNet, k=322022.0790.46
Adaptive t-vMF Dice lossArchitecture=TransUNet, lambda=1282022.0790.34
BFL-log(Dice) lossArchitecture=TransUNet2022.0789.22
Adaptive t-vMF Dice lossArchitecture=U-Net, lambda=1282022.0788.68
t-vMF Dice lossArchitecture=U-Net, k=1282022.0788.16
Adaptive t-vMF Dice lossArchitecture=U-Net, lambda=322022.0787.39
t-vMF Dice lossArchitecture=U-Net, k=322022.0786.77
BFL-log(Dice) lossArchitecture=U-Net2022.0786.57
Focal Dice lossArchitecture=U-Net2022.0784.38
Focal Tversky lossArchitecture=U-Net2022.0783.39
Generalised Dice lossArchitecture=U-Net2022.0783.37
Noise-robust Dice lossArchitecture=U-Net2022.0783.14
t-vMF Dice lossArchitecture=U-Net, k=22022.0783.05
Adaptive t-vMF Dice lossArchitecture=U-Net, lambda=22022.0782.73
WS Dice lossArchitecture=U-Net2022.0782.41
Dice lossArchitecture=U-Net2022.0782.02