# Censored Quantile Regression on Exponential (test) Source: [Censored Quantile Regression on Exponential (test)]() Collection index: [llms.txt]() Data updated: 2026-02-26T05:51:16.981Z Evaluation of model performance on the test split of the Exponential dataset specifically for Censored Quantile Regression, utilizing metrics such as MSE to true quantile and Concordance-Index. 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 | Censored Quantile Regression | | Dataset (including any stated split) | Exponential (test) | | Metric | MSE to true quantile | | Unit | SCALAR | | Direction | Lower is better | | Results loaded | 5 of 5 | | 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 - [MSE to true quantile](): Lower is better; unit: SCALAR. - [Quantile Loss (Uncensored)](): Lower is better; unit: SCALAR. - [D-Calibration (Uncensored)](): Lower is better; unit: SCALAR. - [Concordance Index](): Higher is better; unit: SCALAR. - [D-Calibration (Censored)](): Lower is better; unit: SCALAR. ## Recorded results | Method | MSE to true quantile | Result date | Report paper | | --- | --- | --- | --- | | CQRNN | 1.298 | Not recorded | 68fa6e7e1e209131cea404b6 | | Sequential grid | 1.702 | Not recorded | 68fa6e7e1e209131cea404b6 | | Excl. censor | 11.03 | Not recorded | 68fa6e7e1e209131cea404b6 | | LogNorm MLE | 17.825 | Not recorded | 68fa6e7e1e209131cea404b6 | | DeepQuantReg | 20.046 | Not recorded | 68fa6e7e1e209131cea404b6 | ### CQRNN MSE to true quantile: 1.298. Result ID: 699026363a6c314849fe74ef. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### Sequential grid MSE to true quantile: 1.702. Result ID: 699026363a6c314849fe74f0. [Reporting paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### Excl. censor MSE to true quantile: 11.03. Result ID: 699026363a6c314849fe74f1. [Reporting paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### LogNorm MLE MSE to true quantile: 17.825. Result ID: 699026363a6c314849fe74f3. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### DeepQuantReg MSE to true quantile: 20.046. Result ID: 699026363a6c314849fe74f2. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. Page 1 of 1. This is an index page, not the full collection.