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Dixon-Price dataset and benchmarks · SOTA2 Research

Research Datasets

Dixon-Price

Benchmarks

Task NameDataset NameSOTA MethodSort

Task NameDataset NameSOTA ResultTrendResults

Dixon-Price Group B (d=8)

100Mode Recovery Rate

10

Calibration of Gaussian Process

Dixon Price 4

5.3twCRPS

7

Empirical Coverage Estimation

Dixon-Price 4

0.93Empirical Coverage (90%)

7

Group B Dixon-Price d=64

100Mode Recovery Rate

5

Dixon-Price Group B (d=32)

100Mode Recovery Rate

5

Dixon-Price Group B (d=2)

100Mode Recovery Rate

5

Predictive Distribution Evaluation

Dixon-Price4 4000 points (test)

0.07KS-PIT

5

Global Optimization

Dixon-Price 100d

0.463Mean Final Objective Value

5

Popular tasks

Mode recovery Global Optimization Predictive Distribution Evaluation Empirical Coverage Estimation Calibration of Gaussian Process

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