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Uncertainty Estimation in Image Super-Resolution on Set5 (test)
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52.8
Pearson Correlation
CUPID Aleatoric
20.664
29.007
37.35
45.693
Mar 11, 2026
Pearson Correlation
AUSE
UCE
Updated 1mo ago
Evaluation Results
Method
Method
Links
Pearson Correlation
AUSE
UCE
CUPID Aleatoric
Backbone=ESRGAN, Uncer...
2026.03
52.8
1
4.5
in-rotate
Backbone=ESRGAN
2026.03
49.3
1
7.1
BayesCap
Backbone=ESRGAN
2026.03
48.5
1
9.8
CUPID Epistemic
Backbone=ESRGAN, Uncer...
2026.03
41.6
1.8
26.6
in-noise
Backbone=ESRGAN
2026.03
37
1.9
5.1
med-noise
Backbone=ESRGAN
2026.03
31.2
2.2
82.6
med-dropout
Backbone=ESRGAN
2026.03
21.9
3
68
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