Uncertainty Estimation in Image Super-Resolution on Set14 (test)
0.527Pearson Correlation CoefficientCUPID Aleatoric
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| CUPID AleatoricBackbone=ESRGAN, Uncertainty Mode=Aleatoric2026.03 | 0.527 | 0.012 | 0.049 | |
| in-rotateBackbone=ESRGAN2026.03 | 0.49 | 0.013 | 0.072 | |
| CUPID EpistemicBackbone=ESRGAN, Uncertainty Mode=Epistemic2026.03 | 0.449 | 0.019 | 0.226 | |
| BayesCapBackbone=ESRGAN2026.03 | 0.422 | 0.012 | 0.1 | |
| in-noiseBackbone=ESRGAN2026.03 | 0.354 | 0.022 | 0.826 | |
| med-noiseBackbone=ESRGAN2026.03 | 0.293 | 0.022 | 0.826 | |
| med-dropoutBackbone=ESRGAN2026.03 | 0.271 | 0.024 | 0.292 |