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Uncertainty Quantification on Reg-GP1D Global Heterogeneity Gaussian process simulations (test)
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91.2
Fidelity Coverage (FC)
LSCI2
50.016
60.708
71.4
82.092
Jul 28, 2025
Fidelity Coverage (FC)
Expected Coverage (EC)
Coverage Ratio (CR)
Information Score (IS)
Updated 1mo ago
Evaluation Results
Method
Method
Links
Fidelity Coverage (FC)
Expected Coverage (EC)
Coverage Ratio (CR)
Information Score (IS)
LSCI2
Localization=k-NN (k=5...
2025.07
91.2
97.3
89.3
1.609
LSCI4
Localization=k-NN (k=5...
2025.07
91.2
90
62.9
1.026
LSCI1
Localization=L∞-Norm,...
2025.07
90.9
97.5
90.1
1.935
LSCI3
Localization=L∞-Norm,...
2025.07
90.9
90.4
65.5
1.2
Supr.
type=Baseline
2025.07
90.2
99.3
98
2.706
Conf.
type=Baseline
2025.07
90
99.9
99.9
3.779
UQNO
type=Baseline
2025.07
77.6
97.3
90.3
1.691
PONet
type=Deep Operator Net
2025.07
52.7
90.1
68.3
1.363
QONet
type=Deep Operator Net
2025.07
51.6
91.7
68.9
1.36
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