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Benchmarks
Uncertainty Estimation in Image Super-Resolution on IXI T1-weighted MRI (test)
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0.734
Pearson Correlation Coefficient
CUPID Epistemic
0.4272
0.50685
0.5865
0.66615
Mar 11, 2026
Pearson Correlation Coefficient
AUSE
UCE
Updated 1mo ago
Evaluation Results
Method
Method
Links
Pearson Correlation Coefficient
AUSE
UCE
CUPID Epistemic
Backbone=ESRGAN, Uncer...
2026.03
0.734
0.004
0.298
CUPID Aleatoric
Backbone=ESRGAN, Uncer...
2026.03
0.677
0.004
0.021
in-rotate
Backbone=ESRGAN
2026.03
0.598
0.004
0.093
med-dropout
Backbone=ESRGAN
2026.03
0.57
0.007
0.337
in-noise
Backbone=ESRGAN
2026.03
0.461
0.005
0.091
BayesCap
Backbone=ESRGAN
2026.03
0.447
0.004
0.1
med-noise
Backbone=ESRGAN
2026.03
0.439
0.006
0.859
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