# Counterfactual Sampling on NAPKIN Semi-Markovian continuous (test) Source: [Counterfactual Sampling on NAPKIN Semi-Markovian continuous (test)]() Collection index: [llms.txt]() Data updated: 2026-02-26T05:41:51.399Z Evaluation of Counterfactual Sampling models on the test split of the NAPKIN Semi-Markovian continuous dataset, measured using ESP and FR metrics. 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 | Counterfactual Sampling | | Dataset (including any stated split) | NAPKIN Semi-Markovian continuous (test) | | Metric | ESP | | Unit | SCALAR | | Direction | Lower is better | | Results loaded | 15 of 15 | | 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 - [ESP](): Lower is better; unit: SCALAR. - [FR](): Higher is better; unit: SCALAR. ## Recorded results | Method | ESP | Result date | Report paper | | --- | --- | --- | --- | | RS | 0 | Not recorded | 68fa76eb1e209131cea6ff0d | | CEIS | 0 | Not recorded | 68fa76eb1e209131cea6ff0d | | NIS | 0 | Not recorded | 68fa76eb1e209131cea6ff0d | | RS | 0 | Not recorded | 68fa76eb1e209131cea6ff0d | | CEIS | 0 | Not recorded | 68fa76eb1e209131cea6ff0d | | NIS | 0 | Not recorded | 68fa76eb1e209131cea6ff0d | | RS | 0.006 | Not recorded | 68fa76eb1e209131cea6ff0d | | NIS | 0.007 | Not recorded | 68fa76eb1e209131cea6ff0d | | EXOM\[GMM\] | 0.009 | Not recorded | 68fa76eb1e209131cea6ff0d | | EXOM\[GMM\] | 0.011 | Not recorded | 68fa76eb1e209131cea6ff0d | | CEIS | 0.017 | Not recorded | 68fa76eb1e209131cea6ff0d | | EXOM\[GMM\] | 0.039 | Not recorded | 68fa76eb1e209131cea6ff0d | | EXOM\[MAF\] | 0.306 | Not recorded | 68fa76eb1e209131cea6ff0d | | EXOM\[MAF\] | 0.397 | Not recorded | 68fa76eb1e209131cea6ff0d | | EXOM\[MAF\] | 0.482 | Not recorded | 68fa76eb1e209131cea6ff0d | ### RS ESP: 0. Result ID: 699466f53a6c3148491d002c. [Reporting paper]() Recorded evaluation configuration: {"\|s\|":"3"}. This record does not assert independent reproduction. ### CEIS ESP: 0. Result ID: 699466f53a6c3148491d002d. [Reporting paper]() Recorded evaluation configuration: {"\|s\|":"3"}. This record does not assert independent reproduction. ### NIS ESP: 0. Result ID: 699466f53a6c3148491d002e. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"\|s\|":"3"}. This record does not assert independent reproduction. ### RS ESP: 0. Result ID: 699466f53a6c3148491d0031. [Reporting paper]() Recorded evaluation configuration: {"\|s\|":"5"}. This record does not assert independent reproduction. ### CEIS ESP: 0. Result ID: 699466f53a6c3148491d0032. [Reporting paper]() Recorded evaluation configuration: {"\|s\|":"5"}. This record does not assert independent reproduction. ### NIS ESP: 0. Result ID: 699466f53a6c3148491d0033. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"\|s\|":"5"}. This record does not assert independent reproduction. ### RS ESP: 0.006. Result ID: 699466f53a6c3148491d0027. [Reporting paper]() Recorded evaluation configuration: {"\|s\|":"1"}. This record does not assert independent reproduction. ### NIS ESP: 0.007. Result ID: 699466f53a6c3148491d0029. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"\|s\|":"1"}. This record does not assert independent reproduction. ### EXOM\[GMM\] ESP: 0.009. Result ID: 699466f53a6c3148491d0034. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"\|s\|":"5"}. This record does not assert independent reproduction. ### EXOM\[GMM\] ESP: 0.011. Result ID: 699466f53a6c3148491d002f. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"\|s\|":"3"}. This record does not assert independent reproduction. ### CEIS ESP: 0.017. Result ID: 699466f53a6c3148491d0028. [Reporting paper]() Recorded evaluation configuration: {"\|s\|":"1"}. This record does not assert independent reproduction. ### EXOM\[GMM\] ESP: 0.039. Result ID: 699466f53a6c3148491d002a. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"\|s\|":"1"}. This record does not assert independent reproduction. ### EXOM\[MAF\] ESP: 0.306. Result ID: 699466f53a6c3148491d002b. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"\|s\|":"1"}. This record does not assert independent reproduction. ### EXOM\[MAF\] ESP: 0.397. Result ID: 699466f53a6c3148491d0030. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"\|s\|":"3"}. This record does not assert independent reproduction. ### EXOM\[MAF\] ESP: 0.482. Result ID: 699466f53a6c3148491d0035. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"\|s\|":"5"}. This record does not assert independent reproduction. Page 1 of 1. This is an index page, not the full collection.