# Counterfactual Generation on Electricity (Compactness and Proximity Metrics) Source: [Counterfactual Generation on Electricity (Compactness and Proximity Metrics)]() Collection index: [llms.txt]() Data updated: 2026-06-17T08:01:46.385Z Evaluation of Counterfactual Generation methods applied to the Electricity dataset, specifically measuring the Compactness and Proximity of generated counterfactuals. 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 Generation | | Dataset (including any stated split) | Electricity | | Metric | Compactness | | Unit | SCALAR | | Direction | Lower is better | | Results loaded | 16 of 16 | | 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 - [Compactness](): Lower is better; unit: SCALAR. - [Proximity](): Higher is better; unit: SCALAR. ## Recorded results | Method | Compactness | Result date | Report paper | | --- | --- | --- | --- | | BaseShift | 0.018 | Not recorded | 6a322a59d33dfb23e783ed86 | | BaseShift | 0.018 | Not recorded | 6a322a59d33dfb23e783ed86 | | BaseShift | 0.019 | Not recorded | 6a322a59d33dfb23e783ed86 | | BaseShift | 0.024 | Not recorded | 6a322a59d33dfb23e783ed86 | | BaseNN | 0.075 | Not recorded | 6a322a59d33dfb23e783ed86 | | BaseNN | 0.078 | Not recorded | 6a322a59d33dfb23e783ed86 | | BaseNN | 0.08 | Not recorded | 6a322a59d33dfb23e783ed86 | | BaseNN | 0.086 | Not recorded | 6a322a59d33dfb23e783ed86 | | ForecastCF | 0.258 | Not recorded | 6a322a59d33dfb23e783ed86 | | ForecastCF | 0.263 | Not recorded | 6a322a59d33dfb23e783ed86 | | ForecastCF | 0.275 | Not recorded | 6a322a59d33dfb23e783ed86 | | ForecastCF | 0.278 | Not recorded | 6a322a59d33dfb23e783ed86 | | ConTex | 0.45 | Not recorded | 6a322a59d33dfb23e783ed86 | | ConTex | 0.607 | Not recorded | 6a322a59d33dfb23e783ed86 | | ConTex | 0.69 | Not recorded | 6a322a59d33dfb23e783ed86 | | ConTex | 0.765 | Not recorded | 6a322a59d33dfb23e783ed86 | ### BaseShift Compactness: 0.018. Result ID: 6a3252cefbc373592c2faa21. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Backbone":"N-HiTS"}. This record does not assert independent reproduction. ### BaseShift Compactness: 0.018. Result ID: 6a3252cefbc373592c2faa25. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Backbone":"DLinear"}. This record does not assert independent reproduction. ### BaseShift Compactness: 0.019. Result ID: 6a3252cefbc373592c2faa29. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Backbone":"TiDE"}. This record does not assert independent reproduction. ### BaseShift Compactness: 0.024. Result ID: 6a3252cefbc373592c2faa1d. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Backbone":"PatchTST"}. This record does not assert independent reproduction. ### BaseNN Compactness: 0.075. Result ID: 6a3252cefbc373592c2faa26. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Backbone":"DLinear"}. This record does not assert independent reproduction. ### BaseNN Compactness: 0.078. Result ID: 6a3252cefbc373592c2faa1e. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Backbone":"PatchTST"}. This record does not assert independent reproduction. ### BaseNN Compactness: 0.08. Result ID: 6a3252cefbc373592c2faa2a. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Backbone":"TiDE"}. This record does not assert independent reproduction. ### BaseNN Compactness: 0.086. Result ID: 6a3252cefbc373592c2faa22. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Backbone":"N-HiTS"}. This record does not assert independent reproduction. ### ForecastCF Compactness: 0.258. Result ID: 6a3252cefbc373592c2faa27. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Backbone":"TiDE"}. This record does not assert independent reproduction. ### ForecastCF Compactness: 0.263. Result ID: 6a3252cefbc373592c2faa23. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Backbone":"DLinear"}. This record does not assert independent reproduction. ### ForecastCF Compactness: 0.275. Result ID: 6a3252cefbc373592c2faa1f. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Backbone":"N-HiTS"}. This record does not assert independent reproduction. ### ForecastCF Compactness: 0.278. Result ID: 6a3252cefbc373592c2faa1b. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Backbone":"PatchTST"}. This record does not assert independent reproduction. ### ConTex Compactness: 0.45. Result ID: 6a3252cefbc373592c2faa1c. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Backbone":"PatchTST"}. This record does not assert independent reproduction. ### ConTex Compactness: 0.607. Result ID: 6a3252cefbc373592c2faa24. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Backbone":"DLinear"}. This record does not assert independent reproduction. ### ConTex Compactness: 0.69. Result ID: 6a3252cefbc373592c2faa28. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Backbone":"TiDE"}. This record does not assert independent reproduction. ### ConTex Compactness: 0.765. Result ID: 6a3252cefbc373592c2faa20. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Backbone":"N-HiTS"}. This record does not assert independent reproduction. Page 1 of 1. This is an index page, not the full collection.