# Counterfactual Generation on Tourism (Compactness, Proximity) Source: [Counterfactual Generation on Tourism (Compactness, Proximity)]() Collection index: [llms.txt]() Data updated: 2026-06-17T08:01:46.427Z Evaluation of Counterfactual Generation methods on the Tourism dataset, measured using Compactness and Proximity. 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) | Tourism | | Metric | Compactness | | Unit | SCALAR | | Direction | Higher 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](): Higher is better; unit: SCALAR. - [Proximity](): Higher is better; unit: SCALAR. ## Recorded results | Method | Compactness | Result date | Report paper | | --- | --- | --- | --- | | ConTex | 0.704 | Not recorded | 6a322a59d33dfb23e783ed86 | | ConTex | 0.582 | Not recorded | 6a322a59d33dfb23e783ed86 | | ConTex | 0.517 | Not recorded | 6a322a59d33dfb23e783ed86 | | ForecastCF | 0.425 | Not recorded | 6a322a59d33dfb23e783ed86 | | ConTex | 0.411 | Not recorded | 6a322a59d33dfb23e783ed86 | | ForecastCF | 0.309 | Not recorded | 6a322a59d33dfb23e783ed86 | | ForecastCF | 0.295 | Not recorded | 6a322a59d33dfb23e783ed86 | | ForecastCF | 0.283 | Not recorded | 6a322a59d33dfb23e783ed86 | | BaseNN | 0.128 | Not recorded | 6a322a59d33dfb23e783ed86 | | BaseNN | 0.118 | Not recorded | 6a322a59d33dfb23e783ed86 | | BaseNN | 0.117 | Not recorded | 6a322a59d33dfb23e783ed86 | | BaseNN | 0.109 | Not recorded | 6a322a59d33dfb23e783ed86 | | BaseShift | 0.017 | Not recorded | 6a322a59d33dfb23e783ed86 | | BaseShift | 0.017 | Not recorded | 6a322a59d33dfb23e783ed86 | | BaseShift | 0.016 | Not recorded | 6a322a59d33dfb23e783ed86 | | BaseShift | 0.016 | Not recorded | 6a322a59d33dfb23e783ed86 | ### ConTex Compactness: 0.704. Result ID: 6a3252cefbc373592c2faa34. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Backbone":"DLinear"}. This record does not assert independent reproduction. ### ConTex Compactness: 0.582. Result ID: 6a3252cefbc373592c2faa2c. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Backbone":"PatchTST"}. This record does not assert independent reproduction. ### ConTex Compactness: 0.517. Result ID: 6a3252cefbc373592c2faa30. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Backbone":"N-HiTS"}. This record does not assert independent reproduction. ### ForecastCF Compactness: 0.425. Result ID: 6a3252cefbc373592c2faa33. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Backbone":"DLinear"}. This record does not assert independent reproduction. ### ConTex Compactness: 0.411. Result ID: 6a3252cefbc373592c2faa38. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Backbone":"TiDE"}. This record does not assert independent reproduction. ### ForecastCF Compactness: 0.309. Result ID: 6a3252cefbc373592c2faa2f. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Backbone":"N-HiTS"}. This record does not assert independent reproduction. ### ForecastCF Compactness: 0.295. Result ID: 6a3252cefbc373592c2faa2b. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Backbone":"PatchTST"}. This record does not assert independent reproduction. ### ForecastCF Compactness: 0.283. Result ID: 6a3252cefbc373592c2faa37. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Backbone":"TiDE"}. This record does not assert independent reproduction. ### BaseNN Compactness: 0.128. Result ID: 6a3252cefbc373592c2faa32. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Backbone":"N-HiTS"}. This record does not assert independent reproduction. ### BaseNN Compactness: 0.118. Result ID: 6a3252cefbc373592c2faa3a. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Backbone":"TiDE"}. This record does not assert independent reproduction. ### BaseNN Compactness: 0.117. Result ID: 6a3252cefbc373592c2faa2e. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Backbone":"PatchTST"}. This record does not assert independent reproduction. ### BaseNN Compactness: 0.109. Result ID: 6a3252cefbc373592c2faa36. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Backbone":"DLinear"}. This record does not assert independent reproduction. ### BaseShift Compactness: 0.017. Result ID: 6a3252cefbc373592c2faa31. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Backbone":"N-HiTS"}. This record does not assert independent reproduction. ### BaseShift Compactness: 0.017. Result ID: 6a3252cefbc373592c2faa35. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Backbone":"DLinear"}. This record does not assert independent reproduction. ### BaseShift Compactness: 0.016. Result ID: 6a3252cefbc373592c2faa2d. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Backbone":"PatchTST"}. This record does not assert independent reproduction. ### BaseShift Compactness: 0.016. Result ID: 6a3252cefbc373592c2faa39. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Backbone":"TiDE"}. This record does not assert independent reproduction. Page 1 of 1. This is an index page, not the full collection.