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Benchmarks
Prediction Interval Estimation on 17 real-world and simulated datasets (aggregated)
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-66
PICP Error
CLEAR
-68.84
-49.67
-30.5
-11.33
Jul 10, 2025
PICP Error
NIW
NCIW
Quantile Loss
Updated 1mo ago
Evaluation Results
Method
Method
Links
PICP Error
NIW
NCIW
Quantile Loss
CLEAR
Baseline comparison mo...
2025.07
-66
17.38
13.36
13.66
CLEAR
Baseline comparison mo...
2025.07
-15
14.07
13.23
10.12
CLEAR
Baseline comparison mo...
2025.07
-9
29.55
27.9
24.08
CLEAR
Baseline comparison mo...
2025.07
5
28.81
28.57
23.98
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