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Benchmarks
Conformal Interval Prediction on LogNormal synthetic n=20,000 (10 splits)
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90.39
Coverage
CHR
89.974
90.082
90.19
90.298
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
90.39
0.9983
0.0114
CPCP
alpha=0.1
2026.03
90.18
0.9955
0.019
CQR
alpha=0.1
2026.03
90.1
1.111
0.0122
RCP
alpha=0.1
2026.03
90.1
0.9723
0.0123
CPL
alpha=0.1
2026.03
90.09
0.9739
0.051
CoCP
alpha=0.1
2026.03
90.07
0.9621
0.0064
Naive CC
alpha=0.1
2026.03
90.01
0.9694
0.0078
Oracle
alpha=0.1
2026.03
90
0.9591
0
Split
alpha=0.1
2026.03
90
1.2377
0.0964
C-HDR
alpha=0.1
2026.03
89.99
0.9752
0.0103
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