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Benchmarks
Conformal Interval Prediction on Normal synthetic n=20,000 (10 splits)
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90.29
Coverage
CHR
89.9364
90.0282
90.12
90.2118
Mar 2, 2026
Coverage
Interval Length
Conformal MAE
Updated 1mo ago
Evaluation Results
Method
Method
Links
Coverage
Interval Length
Conformal MAE
CHR
alpha=0.1
2026.03
90.29
1.6228
0.0107
CPCP
alpha=0.1
2026.03
90.26
1.605
0.018
CQR
alpha=0.1
2026.03
90.16
1.5989
0.0095
C-HDR
alpha=0.1
2026.03
90.14
1.6012
0.0084
RCP
alpha=0.1
2026.03
90.07
1.5973
0.0142
CPL
alpha=0.1
2026.03
90.04
1.5055
0.0768
CoCP
alpha=0.1
2026.03
90.02
1.5962
0.0066
Naive CC
alpha=0.1
2026.03
90.01
1.5902
0.0093
Oracle
alpha=0.1
2026.03
90
1.5922
0
Split
alpha=0.1
2026.03
89.95
1.8735
0.1119
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