# Counterfactual Recourse on Bank Marketing Source: [Counterfactual Recourse on Bank Marketing]() Collection index: [llms.txt]() Data updated: 2026-05-11T09:55:00.559Z Evaluation of counterfactual recourse methods applied to the Bank Marketing dataset, typically measuring the cost, loss, and time required to generate valid 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 Recourse | | Dataset (including any stated split) | Bank Marketing | | Metric | Recourse Cost | | 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 - [Recourse Cost](): Lower is better; unit: SCALAR. - [Recourse Loss](): Lower is better; unit: SCALAR. - [Inversion Metric](): Higher is better; unit: SCALAR. - [Recourse Time (s)](): Lower is better; unit: TIME. ## Recorded results | Method | Recourse Cost | Result date | Report paper | | --- | --- | --- | --- | | SOGAR | 0.17 | Not recorded | 6a0162b4dbc836b87d8232a5 | | SOGAR | 0.19 | Not recorded | 6a0162b4dbc836b87d8232a5 | | SOGAR | 0.21 | Not recorded | 6a0162b4dbc836b87d8232a5 | | CET | 0.27 | Not recorded | 6a0162b4dbc836b87d8232a5 | | T-CREx0.9 | 0.32 | Not recorded | 6a0162b4dbc836b87d8232a5 | | AReS | 0.36 | Not recorded | 6a0162b4dbc836b87d8232a5 | | T-CREx0.9 | 0.38 | Not recorded | 6a0162b4dbc836b87d8232a5 | | T-CREx0.99 | 0.47 | Not recorded | 6a0162b4dbc836b87d8232a5 | | CET | 0.51 | Not recorded | 6a0162b4dbc836b87d8232a5 | | CET | 0.6 | Not recorded | 6a0162b4dbc836b87d8232a5 | | GLANCE | 0.65 | Not recorded | 6a0162b4dbc836b87d8232a5 | | GLANCE | 0.69 | Not recorded | 6a0162b4dbc836b87d8232a5 | | GLANCE | 0.71 | Not recorded | 6a0162b4dbc836b87d8232a5 | | GLOBE-CE | 0.87 | Not recorded | 6a0162b4dbc836b87d8232a5 | | GLOBE-CE | 0.91 | Not recorded | 6a0162b4dbc836b87d8232a5 | | GLOBE-CE | 0.92 | Not recorded | 6a0162b4dbc836b87d8232a5 | ### SOGAR Recourse Cost: 0.17. Result ID: 6a01a77347f34ce924e3ff60. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Model":"DNN"}. This record does not assert independent reproduction. ### SOGAR Recourse Cost: 0.19. Result ID: 6a01a77347f34ce924e3ff6c. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Model":"LightGBM"}. This record does not assert independent reproduction. ### SOGAR Recourse Cost: 0.21. Result ID: 6a01a77347f34ce924e3ff65. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Model":"XGBoost"}. This record does not assert independent reproduction. ### CET Recourse Cost: 0.27. Result ID: 6a01a77347f34ce924e3ff5d. [Reporting paper]() Recorded evaluation configuration: {"Model":"DNN"}. This record does not assert independent reproduction. ### T-CREx0.9 Recourse Cost: 0.32. Result ID: 6a01a77347f34ce924e3ff64. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Model":"XGBoost"}. This record does not assert independent reproduction. ### AReS Recourse Cost: 0.36. Result ID: 6a01a77347f34ce924e3ff67. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Model":"LightGBM"}. This record does not assert independent reproduction. ### T-CREx0.9 Recourse Cost: 0.38. Result ID: 6a01a77347f34ce924e3ff6a. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Model":"LightGBM"}. This record does not assert independent reproduction. ### T-CREx0.99 Recourse Cost: 0.47. Result ID: 6a01a77347f34ce924e3ff6b. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Model":"LightGBM"}. This record does not assert independent reproduction. ### CET Recourse Cost: 0.51. Result ID: 6a01a77347f34ce924e3ff61. [Reporting paper]() Recorded evaluation configuration: {"Model":"XGBoost"}. This record does not assert independent reproduction. ### CET Recourse Cost: 0.6. Result ID: 6a01a77347f34ce924e3ff66. [Reporting paper]() Recorded evaluation configuration: {"Model":"LightGBM"}. This record does not assert independent reproduction. ### GLANCE Recourse Cost: 0.65. Result ID: 6a01a77347f34ce924e3ff5f. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Model":"DNN"}. This record does not assert independent reproduction. ### GLANCE Recourse Cost: 0.69. Result ID: 6a01a77347f34ce924e3ff63. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Model":"XGBoost"}. This record does not assert independent reproduction. ### GLANCE Recourse Cost: 0.71. Result ID: 6a01a77347f34ce924e3ff69. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Model":"LightGBM"}. This record does not assert independent reproduction. ### GLOBE-CE Recourse Cost: 0.87. Result ID: 6a01a77347f34ce924e3ff5e. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Model":"DNN"}. This record does not assert independent reproduction. ### GLOBE-CE Recourse Cost: 0.91. Result ID: 6a01a77347f34ce924e3ff62. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Model":"XGBoost"}. This record does not assert independent reproduction. ### GLOBE-CE Recourse Cost: 0.92. Result ID: 6a01a77347f34ce924e3ff68. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Model":"LightGBM"}. This record does not assert independent reproduction. Page 1 of 1. This is an index page, not the full collection.