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ResearchFormerly WizWand

Uncertainty Estimation on Poisson noise dataset

0.035Uncertainty Interval LengthQUTCC
0.005560.204280.4030.60172Jul 19, 2025
Updated 5mo ago

Evaluation results

MethodLinks
QUTCCInterval=0.00–0.202025.070.035
Deep Ens.Interval=0.00–0.202025.070.037
Im2Im-Asym.Interval=0.00–0.202025.070.039
Im2ImInterval=0.00–0.202025.070.04
K-RCPSInterval=0.00–0.202025.070.041
QUTCCInterval=0.20–0.402025.070.09
K-RCPSInterval=0.20–0.402025.070.1
Deep Ens.Interval=0.20–0.402025.070.104
Im2Im-Asym.Interval=0.20–0.402025.070.109
Im2ImInterval=0.20–0.402025.070.112
MC-Drop.Interval=0.00–0.202025.070.123
QUTCCInterval=0.60–0.802025.070.158
QUTCCInterval=0.40–0.602025.070.16
K-RCPSInterval=0.40–0.602025.070.181
QUTCCInterval=0.80–1.002025.070.187
Im2Im-Asym.Interval=0.40–0.602025.070.206
K-RCPSInterval=0.60–0.802025.070.207
Im2ImInterval=0.40–0.602025.070.211
K-RCPSInterval=0.80–1.002025.070.225
Im2Im-Asym.Interval=0.60–0.802025.070.238
Deep Ens.Interval=0.40–0.602025.070.24
Im2ImInterval=0.60–0.802025.070.244
Im2Im-Asym.Interval=0.80–1.002025.070.294
Im2ImInterval=0.80–1.002025.070.302
Deep Ens.Interval=0.60–0.802025.070.306
MC-Drop.Interval=0.20–0.402025.070.371
MC-Drop.Interval=0.40–0.602025.070.643
Deep Ens.Interval=0.80–1.002025.070.653
MC-Drop.Interval=0.60–0.802025.070.663
MC-Drop.Interval=0.80–1.002025.070.771