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Uncertainty Estimation on Real-Noise

0.021Uncertainty Interval Length

Deep Ens.

Updated 8d ago

Evaluation Results

Method	Links
Deep Ens. 2025.07		0.021	-
MC-Drop. 2025.07		0.025	-
Deep Ensemble 2025.07		0.025	0.096
Im2Im 2025.07		0.03	-
Im2Im-Asym. 2025.07		0.03	-
MC-Dropout 2025.07		0.03	0.046
K-RCPS 2025.07		0.031	-
QUTCC 2025.07		0.033	-
QUTCC 2025.07		0.036	0.098
Im2Im-Asym. 2025.07		0.037	0.098
Im2Im-Deep 2025.07		0.038	0.096
K-RCPS 2025.07		0.038	0.074
Deep Ens. 2025.07		0.088	-
MC-Drop. 2025.07		0.104	-
QUTCC 2025.07		0.14	-
K-RCPS 2025.07		0.151	-
Deep Ens. 2025.07		0.152	-
Im2Im-Asym. 2025.07		0.165	-
Im2Im 2025.07		0.166	-
MC-Drop. 2025.07		0.189	-
K-RCPS 2025.07		0.197	-
QUTCC 2025.07		0.202	-
K-RCPS 2025.07		0.208	-
Im2Im-Asym. 2025.07		0.23	-
Im2Im 2025.07		0.232	-
Deep Ens. 2025.07		0.233	-
K-RCPS 2025.07		0.236	-
QUTCC 2025.07		0.248	-
Im2Im-Asym. 2025.07		0.263	-
Im2Im 2025.07		0.266	-
MC-Drop. 2025.07		0.273	-
Im2Im-Asym. 2025.07		0.274	-
Im2Im 2025.07		0.278	-
QUTCC 2025.07		0.286	-
Deep Ens. 2025.07		0.318	-
MC-Drop. 2025.07		0.342	-