# Prediction Region Estimation on Synthetic data 100 seeds (test) Source: [Prediction Region Estimation on Synthetic data 100 seeds (test)]() Collection index: [llms.txt]() Data updated: 2026-04-24T08:30:53.815Z Evaluation of Prediction Region Estimation performance on the test split of the Synthetic data 100 seeds dataset, measured using Coverage, Volume, and WSC. A research result applies to its stated dataset, split, metric and evaluation configuration. Compare like-for-like settings, preserve the metric's unit and direction, and distinguish paper-reported results from independent reproduction. The best result recorded here is not a claim of exhaustive, current global coverage. | Scope | Recorded value | | --- | --- | | Task | Prediction Region Estimation | | Dataset (including any stated split) | Synthetic data 100 seeds (test) | | Metric | Coverage | | Unit | PERCENT | | Direction | Higher is better | | Results loaded | 32 of 32 | | Coverage | All results currently returned for this benchmark | Evaluation settings may differ between results. The original papers and recorded configurations are needed to establish comparability. A shared metric name alone does not establish an identical protocol. ## Metrics - [Coverage](): Higher is better; unit: PERCENT. - [Volume](): Higher is better; unit: SCALAR. - [WSC](): Higher is better; unit: PERCENT. ## Recorded results | Method | Coverage | Result date | Report paper | | --- | --- | --- | --- | | Mahalanobis | 99.017 | Not recorded | 69eaf93755a3c32af89f8adc | | Density | 99.014 | Not recorded | 69eaf93755a3c32af89f8adc | | Density | 99.01 | Not recorded | 69eaf93755a3c32af89f8adc | | Bonferroni | 99.008 | Not recorded | 69eaf93755a3c32af89f8adc | | MKS | 99.002 | Not recorded | 69eaf93755a3c32af89f8adc | | Mahalanobis | 98.999 | Not recorded | 69eaf93755a3c32af89f8adc | | MKS | 98.999 | Not recorded | 69eaf93755a3c32af89f8adc | | Bonferroni | 98.998 | Not recorded | 69eaf93755a3c32af89f8adc | | Density | 98.018 | Not recorded | 69eaf93755a3c32af89f8adc | | Density | 98.014 | Not recorded | 69eaf93755a3c32af89f8adc | | Bonferroni | 98.013 | Not recorded | 69eaf93755a3c32af89f8adc | | Mahalanobis | 98.009 | Not recorded | 69eaf93755a3c32af89f8adc | | MKS | 98.002 | Not recorded | 69eaf93755a3c32af89f8adc | | Bonferroni | 97.996 | Not recorded | 69eaf93755a3c32af89f8adc | | Mahalanobis | 97.994 | Not recorded | 69eaf93755a3c32af89f8adc | | MKS | 97.974 | Not recorded | 69eaf93755a3c32af89f8adc | | Density | 95.046 | Not recorded | 69eaf93755a3c32af89f8adc | | Mahalanobis | 95.036 | Not recorded | 69eaf93755a3c32af89f8adc | | Bonferroni | 95.03 | Not recorded | 69eaf93755a3c32af89f8adc | | Density | 95.022 | Not recorded | 69eaf93755a3c32af89f8adc | | MKS | 95.011 | Not recorded | 69eaf93755a3c32af89f8adc | | Mahalanobis | 95.007 | Not recorded | 69eaf93755a3c32af89f8adc | | Bonferroni | 94.997 | Not recorded | 69eaf93755a3c32af89f8adc | | MKS | 94.995 | Not recorded | 69eaf93755a3c32af89f8adc | | MKS | 90.052 | Not recorded | 69eaf93755a3c32af89f8adc | | Mahalanobis | 90.034 | Not recorded | 69eaf93755a3c32af89f8adc | | Bonferroni | 90.016 | Not recorded | 69eaf93755a3c32af89f8adc | | Bonferroni | 90.007 | Not recorded | 69eaf93755a3c32af89f8adc | | Density | 90.005 | Not recorded | 69eaf93755a3c32af89f8adc | | Mahalanobis | 90.001 | Not recorded | 69eaf93755a3c32af89f8adc | | Density | 89.977 | Not recorded | 69eaf93755a3c32af89f8adc | | MKS | 89.886 | Not recorded | 69eaf93755a3c32af89f8adc | ### Mahalanobis Coverage: 99.017. Result ID: 69eb2a2a47f34ce924d36fe8. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"alpha":"0.01","model":"Linear"}. This record does not assert independent reproduction. ### Density Coverage: 99.014. Result ID: 69eb2a2a47f34ce924d36fe9. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"alpha":"0.01","model":"Linear"}. This record does not assert independent reproduction. ### Density Coverage: 99.01. Result ID: 69eb2a2a47f34ce924d36fed. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"alpha":"0.01","model":"MLP"}. This record does not assert independent reproduction. ### Bonferroni Coverage: 99.008. Result ID: 69eb2a2a47f34ce924d36fe7. [Reporting paper]() Recorded evaluation configuration: {"alpha":"0.01","model":"Linear"}. This record does not assert independent reproduction. ### MKS Coverage: 99.002. Result ID: 69eb2a2a47f34ce924d36fea. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"alpha":"0.01","model":"Linear"}. This record does not assert independent reproduction. ### Mahalanobis Coverage: 98.999. Result ID: 69eb2a2a47f34ce924d36fec. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"alpha":"0.01","model":"MLP"}. This record does not assert independent reproduction. ### MKS Coverage: 98.999. Result ID: 69eb2a2a47f34ce924d36fee. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"alpha":"0.01","model":"MLP"}. This record does not assert independent reproduction. ### Bonferroni Coverage: 98.998. Result ID: 69eb2a2a47f34ce924d36feb. [Reporting paper]() Recorded evaluation configuration: {"alpha":"0.01","model":"MLP"}. This record does not assert independent reproduction. ### Density Coverage: 98.018. Result ID: 69eb2a2a47f34ce924d36fe5. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"alpha":"0.02","model":"MLP"}. This record does not assert independent reproduction. ### Density Coverage: 98.014. Result ID: 69eb2a2a47f34ce924d36fe1. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"alpha":"0.02","model":"Linear"}. This record does not assert independent reproduction. ### Bonferroni Coverage: 98.013. Result ID: 69eb2a2a47f34ce924d36fe3. [Reporting paper]() Recorded evaluation configuration: {"alpha":"0.02","model":"MLP"}. This record does not assert independent reproduction. ### Mahalanobis Coverage: 98.009. Result ID: 69eb2a2a47f34ce924d36fe4. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"alpha":"0.02","model":"MLP"}. This record does not assert independent reproduction. ### MKS Coverage: 98.002. Result ID: 69eb2a2a47f34ce924d36fe6. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"alpha":"0.02","model":"MLP"}. This record does not assert independent reproduction. ### Bonferroni Coverage: 97.996. Result ID: 69eb2a2a47f34ce924d36fdf. [Reporting paper]() Recorded evaluation configuration: {"alpha":"0.02","model":"Linear"}. This record does not assert independent reproduction. ### Mahalanobis Coverage: 97.994. Result ID: 69eb2a2a47f34ce924d36fe0. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"alpha":"0.02","model":"Linear"}. This record does not assert independent reproduction. ### MKS Coverage: 97.974. Result ID: 69eb2a2a47f34ce924d36fe2. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"alpha":"0.02","model":"Linear"}. This record does not assert independent reproduction. ### Density Coverage: 95.046. Result ID: 69eb2a2a47f34ce924d36fdd. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"alpha":"0.05","model":"MLP"}. This record does not assert independent reproduction. ### Mahalanobis Coverage: 95.036. Result ID: 69eb2a2a47f34ce924d36fdc. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"alpha":"0.05","model":"MLP"}. This record does not assert independent reproduction. ### Bonferroni Coverage: 95.03. Result ID: 69eb2a2a47f34ce924d36fdb. [Reporting paper]() Recorded evaluation configuration: {"alpha":"0.05","model":"MLP"}. This record does not assert independent reproduction. ### Density Coverage: 95.022. Result ID: 69eb2a2a47f34ce924d36fd9. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"alpha":"0.05","model":"Linear"}. This record does not assert independent reproduction. ### MKS Coverage: 95.011. Result ID: 69eb2a2a47f34ce924d36fde. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"alpha":"0.05","model":"MLP"}. This record does not assert independent reproduction. ### Mahalanobis Coverage: 95.007. Result ID: 69eb2a2a47f34ce924d36fd8. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"alpha":"0.05","model":"Linear"}. This record does not assert independent reproduction. ### Bonferroni Coverage: 94.997. Result ID: 69eb2a2a47f34ce924d36fd7. [Reporting paper]() Recorded evaluation configuration: {"alpha":"0.05","model":"Linear"}. This record does not assert independent reproduction. ### MKS Coverage: 94.995. Result ID: 69eb2a2a47f34ce924d36fda. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"alpha":"0.05","model":"Linear"}. This record does not assert independent reproduction. ### MKS Coverage: 90.052. Result ID: 69eb2a2a47f34ce924d36fd6. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"alpha":"0.1","model":"MLP"}. This record does not assert independent reproduction. ### Mahalanobis Coverage: 90.034. Result ID: 69eb2a2a47f34ce924d36fd4. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"alpha":"0.1","model":"MLP"}. This record does not assert independent reproduction. ### Bonferroni Coverage: 90.016. Result ID: 69eb2a2a47f34ce924d36fcf. [Reporting paper]() Recorded evaluation configuration: {"alpha":"0.1","model":"Linear"}. This record does not assert independent reproduction. ### Bonferroni Coverage: 90.007. Result ID: 69eb2a2a47f34ce924d36fd3. [Reporting paper]() Recorded evaluation configuration: {"alpha":"0.1","model":"MLP"}. This record does not assert independent reproduction. ### Density Coverage: 90.005. Result ID: 69eb2a2a47f34ce924d36fd1. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"alpha":"0.1","model":"Linear"}. This record does not assert independent reproduction. ### Mahalanobis Coverage: 90.001. Result ID: 69eb2a2a47f34ce924d36fd0. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"alpha":"0.1","model":"Linear"}. This record does not assert independent reproduction. ### Density Coverage: 89.977. Result ID: 69eb2a2a47f34ce924d36fd5. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"alpha":"0.1","model":"MLP"}. This record does not assert independent reproduction. ### MKS Coverage: 89.886. Result ID: 69eb2a2a47f34ce924d36fd2. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"alpha":"0.1","model":"Linear"}. This record does not assert independent reproduction. Page 1 of 1. This is an index page, not the full collection.