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Uncertainty Calibration on Gaussian synthetic benchmark (5-fold CV)
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95.1
Empirical Coverage
SLM-Manifold-Adaptive
74.2272
79.6461
85.065
90.4839
May 12, 2026
Empirical Coverage
Updated 21d ago
Evaluation Results
Method
Method
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Empirical Coverage
SLM-Manifold-Adaptive
alpha=0.05, Expected c...
2026.05
95.1
EM
alpha=0.05, Expected c...
2026.05
94.53
SLM-Manifold-Adaptive
alpha=0.10, Expected c...
2026.05
90.46
EM
alpha=0.10, Expected c...
2026.05
89.62
SLM-Manifold-Adaptive
alpha=0.15, Expected c...
2026.05
85.81
EM
alpha=0.15, Expected c...
2026.05
84.79
SLM-Manifold-Adaptive
alpha=0.20, Expected c...
2026.05
81.05
EM
alpha=0.20, Expected c...
2026.05
79.91
SLM-Manifold-Adaptive
alpha=0.25, Expected c...
2026.05
76.23
EM
alpha=0.25, Expected c...
2026.05
75.03
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