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Benchmarks
Uncertainty Estimation in Image Super-Resolution on Set14 (test)
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0.527
Pearson Correlation Coefficient
CUPID Aleatoric
0.26076
0.32988
0.399
0.46812
Mar 11, 2026
Pearson Correlation Coefficient
AUSE (Average Uncertainty Score Error)
UCE (Uncertainty Calibration Error)
Updated 1mo ago
Evaluation Results
Method
Method
Links
Pearson Correlation Coefficient
AUSE (Average Uncertainty Score Error)
UCE (Uncertainty Calibration Error)
CUPID Aleatoric
Backbone=ESRGAN, Uncer...
2026.03
0.527
0.012
0.049
in-rotate
Backbone=ESRGAN
2026.03
0.49
0.013
0.072
CUPID Epistemic
Backbone=ESRGAN, Uncer...
2026.03
0.449
0.019
0.226
BayesCap
Backbone=ESRGAN
2026.03
0.422
0.012
0.1
in-noise
Backbone=ESRGAN
2026.03
0.354
0.022
0.826
med-noise
Backbone=ESRGAN
2026.03
0.293
0.022
0.826
med-dropout
Backbone=ESRGAN
2026.03
0.271
0.024
0.292
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