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Uncertainty Quantification on Darcy problem d=8 3 instances mean
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0.009
W1
Arbiter (self)
-0.00344
0.08053
0.1645
0.24847
Jun 3, 2026
W1
Mean Error
Std Rel. Error
Coverage (90%)
Updated 1mo ago
Evaluation Results
Method
Method
Links
W1
Mean Error
Std Rel. Error
Coverage (90%)
Arbiter (self)
type=i.i.d. arbiter
2026.06
0.009
-
-
90
CoCoS
constraint=Fixman
2026.06
0.022
0.06
0.01
89
No-Fixman
constraint=Hausdorff
2026.06
0.071
0.27
0.03
90
Soft penalty
gamma=0.02
2026.06
0.17
0.62
0.26
92
Guided Langevin
paradigm=guidance
2026.06
0.22
0.72
0.56
93
PCFM
paradigm=projection
2026.06
0.32
0.88
0.96
95
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