Uncertainty Estimation in Image Super-Resolution on BSDS100 (test)
0.536Pearson CorrelationCUPID Aleatoric
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| CUPID AleatoricBackbone=ESRGAN, Uncertainty Mode=Aleatoric2026.03 | 0.536 | 0.012 | 4.2 | |
| in-rotateBackbone=ESRGAN2026.03 | 0.465 | 0.012 | 7.7 | |
| CUPID EpistemicBackbone=ESRGAN, Uncertainty Mode=Epistemic2026.03 | 0.464 | 0.018 | 18.5 | |
| BayesCapBackbone=ESRGAN2026.03 | 0.427 | 0.011 | 10 | |
| med-dropoutBackbone=ESRGAN2026.03 | 0.397 | 0.02 | 13.6 | |
| in-noiseBackbone=ESRGAN2026.03 | 0.353 | 0.022 | 82.6 | |
| med-noiseBackbone=ESRGAN2026.03 | 0.293 | 0.024 | 70 |