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Benchmarks
Uncertainty Estimation in Medical Image Segmentation on UT-EndoMRI
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98
AUROC
CondMDN
92.8
94.15
95.5
96.85
Mar 9, 2026
AUROC
Mean Entropy
Entropy Difference (OK/Error)
NLL (Negative Log Likelihood)
Updated 2mo ago
Evaluation Results
Method
Method
Links
AUROC
Mean Entropy
Entropy Difference (OK/Error)
NLL (Negative Log Likelihood)
CondMDN
Backbone=MobileSAM
2026.03
98
0.07
45
0.05
D0
Backbone=MobileSAM
2026.03
96
0.05
49
0.09
Jitter
Backbone=MobileSAM
2026.03
93
0.03
35
0.12
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