Uncertainty Estimation in Image Super-Resolution on Set5 (test)
52.8Pearson CorrelationCUPID Aleatoric
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| CUPID AleatoricBackbone=ESRGAN, Uncertainty Mode=Aleatoric2026.03 | 52.8 | 1 | 4.5 | |
| in-rotateBackbone=ESRGAN2026.03 | 49.3 | 1 | 7.1 | |
| BayesCapBackbone=ESRGAN2026.03 | 48.5 | 1 | 9.8 | |
| CUPID EpistemicBackbone=ESRGAN, Uncertainty Mode=Epistemic2026.03 | 41.6 | 1.8 | 26.6 | |
| in-noiseBackbone=ESRGAN2026.03 | 37 | 1.9 | 5.1 | |
| med-noiseBackbone=ESRGAN2026.03 | 31.2 | 2.2 | 82.6 | |
| med-dropoutBackbone=ESRGAN2026.03 | 21.9 | 3 | 68 |