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Benchmarks
Conformal Interval Prediction on Exponential synthetic n=20,000 (10 splits)
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90.19
Coverage
CHR
89.2228
89.4739
89.725
89.9761
Mar 2, 2026
Coverage
Interval Length
ConMAE
Updated 1mo ago
Evaluation Results
Method
Method
Links
Coverage
Interval Length
ConMAE
CHR
alpha=0.1
2026.03
90.19
1.1662
0.0113
Oracle
alpha=0.1
2026.03
90
1.1145
0
RCP
alpha=0.1
2026.03
90
1.2468
0.0111
Split
alpha=0.1
2026.03
89.89
1.5679
0.0937
CQR
alpha=0.1
2026.03
89.75
1.4222
0.0172
CoCP
alpha=0.1
2026.03
89.73
1.1351
0.0069
CPL
alpha=0.1
2026.03
89.69
1.153
0.0345
C-HDR
alpha=0.1
2026.03
89.64
1.2359
0.0074
Naive CC
alpha=0.1
2026.03
89.62
1.227
0.0092
CPCP
alpha=0.1
2026.03
89.26
1.2215
0.016
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