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ResearchFormerly WizWand

Uncertainty Estimation on Gaussian noise dataset

0.05Uncertainty Interval LengthDeep Ens.
0.03780.120150.20250.28485Jul 19, 2025
Updated 5mo ago

Evaluation results

MethodLinks
Deep Ens.Interval=0.00–0.202025.070.05
K-RCPSInterval=0.00–0.202025.070.054
Im2Im-Asym.Interval=0.00–0.202025.070.055
Im2ImInterval=0.00–0.202025.070.056
QUTCCInterval=0.00–0.202025.070.057
MC-Drop.Interval=0.00–0.202025.070.073
Deep Ens.Interval=0.20–0.402025.070.121
K-RCPSInterval=0.20–0.402025.070.126
QUTCCInterval=0.20–0.402025.070.131
Im2Im-Asym.Interval=0.20–0.402025.070.132
Im2ImInterval=0.20–0.402025.070.135
QUTCCInterval=0.60–0.802025.070.19
MC-Drop.Interval=0.20–0.402025.070.198
Deep Ens.Interval=0.60–0.802025.070.198
QUTCCInterval=0.80–1.002025.070.205
QUTCCInterval=0.40–0.602025.070.206
K-RCPSInterval=0.40–0.602025.070.211
Deep Ens.Interval=0.40–0.602025.070.216
Im2Im-Asym.Interval=0.40–0.602025.070.222
K-RCPSInterval=0.60–0.802025.070.222
Im2ImInterval=0.40–0.602025.070.227
Deep Ens.Interval=0.80–1.002025.070.23
Im2Im-Asym.Interval=0.60–0.802025.070.234
Im2ImInterval=0.60–0.802025.070.239
K-RCPSInterval=0.80–1.002025.070.246
Im2Im-Asym.Interval=0.80–1.002025.070.27
Im2ImInterval=0.80–1.002025.070.276
MC-Drop.Interval=0.40–0.602025.070.318
MC-Drop.Interval=0.60–0.802025.070.318
MC-Drop.Interval=0.80–1.002025.070.355