Uncertainty Calibration on QUBIQ 2021
0.81Expected Calibration Error (ECE)Tackle
Evaluation results
| Method | Links | ||
|---|---|---|---|
| TackleSampling patterns=Learned, Acceleration=8×2026.04 | 0.81 | 1.76 | |
| LOUPE-UNet-RSSampling patterns=Learned, Acceleration=8×2026.04 | 0.83 | 2.23 | |
| InfoMRISampling patterns=Learned, Acceleration=8×2026.04 | 0.98 | 2.75 | |
| TradPat-UNet-RSSampling patterns=Variable density, Acceleration=8×2026.04 | 1.21 | 3.07 | |
| InfoMRISampling patterns=Learned, Acceleration=16×2026.04 | 1.27 | 2.9 | |
| LOUPE-UNet-RSSampling patterns=Learned, Acceleration=16×2026.04 | 1.29 | 3.44 | |
| InfoMRISampling patterns=Learned, Acceleration=32×2026.04 | 1.4 | 3.16 | |
| SemuNetSampling patterns=Learned, Acceleration=8×2026.04 | 1.41 | 2.05 | |
| TackleSampling patterns=Learned, Acceleration=16×2026.04 | 1.48 | 2.55 | |
| InfoMRISampling patterns=Learned, Acceleration=24×2026.04 | 1.5 | 3.1 | |
| SemuNetSampling patterns=Learned, Acceleration=24×2026.04 | 1.55 | 3.02 | |
| LOUPE-UNet-RSSampling patterns=Learned, Acceleration=24×2026.04 | 1.56 | 3.97 | |
| SemuNetSampling patterns=Learned, Acceleration=16×2026.04 | 1.78 | 2.37 | |
| TradPat-UNet-RSSampling patterns=Variable density, Acceleration=24×2026.04 | 1.91 | 5.05 | |
| TradPat-UNet-RSSampling patterns=Variable density, Acceleration=16×2026.04 | 2.04 | 4.25 | |
| SemuNetSampling patterns=Learned, Acceleration=32×2026.04 | 2.23 | 3.68 | |
| LI-NetSampling patterns=Variable density, Acceleration=8×2026.04 | 2.28 | 2.66 | |
| TackleSampling patterns=Learned, Acceleration=24×2026.04 | 2.51 | 3.09 | |
| LI-NetSampling patterns=Variable density, Acceleration=16×2026.04 | 2.98 | 3.37 | |
| LOUPE-LI-NetSampling patterns=Learned, Acceleration=8×2026.04 | 2.99 | 2.99 | |
| TradPat-UNet-RSSampling patterns=Variable density, Acceleration=32×2026.04 | 3.18 | 5.97 | |
| LOUPE-LI-NetSampling patterns=Learned, Acceleration=16×2026.04 | 3.19 | 3.19 | |
| TackleSampling patterns=Learned, Acceleration=32×2026.04 | 3.3 | 4.21 | |
| LOUPE-UNet-RSSampling patterns=Learned, Acceleration=32×2026.04 | 3.64 | 6.81 | |
| LOUPE-LI-NetSampling patterns=Learned, Acceleration=24×2026.04 | 4.07 | 4.07 | |
| LI-NetSampling patterns=Variable density, Acceleration=32×2026.04 | 4.15 | 4.59 | |
| LI-NetSampling patterns=Variable density, Acceleration=24×2026.04 | 4.62 | 4.99 | |
| LOUPE-LI-NetSampling patterns=Learned, Acceleration=32×2026.04 | 5.32 | 5.32 |