Uncertainty Quantification on MSD Task01 (test)
94.22Coverage (%)ACQR
Evaluation Results
| Method | Links | |
|---|---|---|
| ACQRBackbone=nnUNet2d2025.05 | 94.22 | |
| ACQRBackbone=nnUNet3d2025.05 | 94.22 | |
| Care (ECE)Backbone=nnUNet2d2025.05 | 94.22 | |
| Care (ECE)Backbone=nnUNet3d2025.05 | 93.61 | |
| Care (V-Bias)Backbone=nnUNet2d2025.05 | 93.61 | |
| ACQRBackbone=UNETR++2025.05 | 93.15 | |
| ACQRBackbone=nnFormer2025.05 | 91.78 | |
| Care (ECE)Backbone=UNETR++2025.05 | 89.58 | |
| Care (ECE)Backbone=nnFormer2025.05 | 87.94 | |
| Care (V-Bias)Backbone=nnUNet3d2025.05 | 86.6 | |
| Care (V-Bias)Backbone=nnFormer2025.05 | 81.92 | |
| Care (V-Bias)Backbone=UNETR++2025.05 | 76.43 | |
| CQRBackbone=nnUNet2d2025.05 | 72.11 | |
| CQRBackbone=nnFormer2025.05 | 67.92 | |
| CQRBackbone=nnUNet3d2025.05 | 67.23 | |
| CQRBackbone=UNETR++2025.05 | 65.76 | |
| Ensemble (1σ)Backbone=UNETR++2025.05 | 8.24 | |
| Dropout (1σ)Backbone=UNETR++2025.05 | 8.01 | |
| Ensemble (1σ)Backbone=nnUNet3d2025.05 | 7.54 | |
| Dropout (1σ)Backbone=nnUNet3d2025.05 | 7.12 | |
| Ensemble (1σ)Backbone=nnFormer2025.05 | 6.72 | |
| Dropout (1σ)Backbone=nnFormer2025.05 | 6.23 | |
| Ensemble (1σ)Backbone=nnUNet2d2025.05 | 6.21 | |
| Dropout (1σ)Backbone=nnUNet2d2025.05 | 5.78 |