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ResearchFormerly WizWand

Uncertainty Quantification on MSD Task01 (test)

94.22Coverage (%)ACQR
2.242426.12125073.8788May 26, 2025
Updated 7mo ago

Evaluation results

MethodLinks
ACQRBackbone=nnUNet2d2025.0594.22
ACQRBackbone=nnUNet3d2025.0594.22
Care (ECE)Backbone=nnUNet2d2025.0594.22
Care (ECE)Backbone=nnUNet3d2025.0593.61
Care (V-Bias)Backbone=nnUNet2d2025.0593.61
ACQRBackbone=UNETR++2025.0593.15
ACQRBackbone=nnFormer2025.0591.78
Care (ECE)Backbone=UNETR++2025.0589.58
Care (ECE)Backbone=nnFormer2025.0587.94
Care (V-Bias)Backbone=nnUNet3d2025.0586.6
Care (V-Bias)Backbone=nnFormer2025.0581.92
Care (V-Bias)Backbone=UNETR++2025.0576.43
CQRBackbone=nnUNet2d2025.0572.11
CQRBackbone=nnFormer2025.0567.92
CQRBackbone=nnUNet3d2025.0567.23
CQRBackbone=UNETR++2025.0565.76
Ensemble (1σ)Backbone=UNETR++2025.058.24
Dropout (1σ)Backbone=UNETR++2025.058.01
Ensemble (1σ)Backbone=nnUNet3d2025.057.54
Dropout (1σ)Backbone=nnUNet3d2025.057.12
Ensemble (1σ)Backbone=nnFormer2025.056.72
Dropout (1σ)Backbone=nnFormer2025.056.23
Ensemble (1σ)Backbone=nnUNet2d2025.056.21
Dropout (1σ)Backbone=nnUNet2d2025.055.78