Uncertainty Estimation in Image Super-Resolution on IXI T1-weighted MRI (test)
0.734Pearson Correlation CoefficientCUPID Epistemic
Evaluation Results
| Method | Links | |||
|---|---|---|---|---|
| CUPID EpistemicBackbone=ESRGAN, Uncertainty Mode=Epistemic2026.03 | 0.734 | 0.004 | 0.298 | |
| CUPID AleatoricBackbone=ESRGAN, Uncertainty Mode=Aleatoric2026.03 | 0.677 | 0.004 | 0.021 | |
| in-rotateBackbone=ESRGAN2026.03 | 0.598 | 0.004 | 0.093 | |
| med-dropoutBackbone=ESRGAN2026.03 | 0.57 | 0.007 | 0.337 | |
| in-noiseBackbone=ESRGAN2026.03 | 0.461 | 0.005 | 0.091 | |
| BayesCapBackbone=ESRGAN2026.03 | 0.447 | 0.004 | 0.1 | |
| med-noiseBackbone=ESRGAN2026.03 | 0.439 | 0.006 | 0.859 |