# Classification on Bank Marketing (BM) (test) Source: [Classification on Bank Marketing (BM) (test)]() Collection index: [llms.txt]() Data updated: 2026-03-23T11:57:15.869Z Evaluation of Classification performance on the test split of the Bank Marketing (BM) dataset, measured using macro F1-score. 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 | Classification | | Dataset (including any stated split) | Bank Marketing (BM) (test) | | Metric | Macro F1 Score | | Unit | PERCENT | | Direction | Higher is better | | Results loaded | 36 of 36 | | 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 - [Macro F1 Score](): Higher is better; unit: PERCENT. ## Recorded results | Method | Macro F1 Score | Result date | Report paper | | --- | --- | --- | --- | | Var-T-JEPA | 91.2 | Not recorded | 69c0c9160636e5bf4afc3cd0 | | Var-T-JEPA | 91.2 | Not recorded | 69c0c9160636e5bf4afc3cd0 | | Var-T-JEPA | 91.2 | Not recorded | 69c0c9160636e5bf4afc3cd0 | | Var-T-JEPA | 91.1 | Not recorded | 69c0c9160636e5bf4afc3cd0 | | Var-T-JEPA | 90.9 | Not recorded | 69c0c9160636e5bf4afc3cd0 | | Var-T-JEPA | 90.7 | Not recorded | 69c0c9160636e5bf4afc3cd0 | | Var-T-JEPA | 90.3 | Not recorded | 69c0c9160636e5bf4afc3cd0 | | Var-T-JEPA | 90.3 | Not recorded | 69c0c9160636e5bf4afc3cd0 | | Var-T-JEPA | 90.2 | Not recorded | 69c0c9160636e5bf4afc3cd0 | | Var-T-JEPA | 90.1 | Not recorded | 69c0c9160636e5bf4afc3cd0 | | Var-T-JEPA | 90 | Not recorded | 69c0c9160636e5bf4afc3cd0 | | Var-T-JEPA | 90 | Not recorded | 69c0c9160636e5bf4afc3cd0 | | Var-T-JEPA | 89.9 | Not recorded | 69c0c9160636e5bf4afc3cd0 | | Var-T-JEPA | 89.8 | Not recorded | 69c0c9160636e5bf4afc3cd0 | | Var-T-JEPA | 89.7 | Not recorded | 69c0c9160636e5bf4afc3cd0 | | Var-T-JEPA | 89.7 | Not recorded | 69c0c9160636e5bf4afc3cd0 | | Var-T-JEPA | 89.6 | Not recorded | 69c0c9160636e5bf4afc3cd0 | | AutoInt | 89.6 | Not recorded | 69c0c9160636e5bf4afc3cd0 | | Var-T-JEPA | 89.5 | Not recorded | 69c0c9160636e5bf4afc3cd0 | | Var-T-JEPA | 89.4 | Not recorded | 69c0c9160636e5bf4afc3cd0 | | Var-T-JEPA | 89.4 | Not recorded | 69c0c9160636e5bf4afc3cd0 | | FT-Trans | 89.4 | Not recorded | 69c0c9160636e5bf4afc3cd0 | | XGBoost | 89.4 | Not recorded | 69c0c9160636e5bf4afc3cd0 | | Var-T-JEPA | 89.3 | Not recorded | 69c0c9160636e5bf4afc3cd0 | | T-JEPA | 89.3 | Not recorded | 69c0c9160636e5bf4afc3cd0 | | Var-T-JEPA | 89.3 | Not recorded | 69c0c9160636e5bf4afc3cd0 | | Var-T-JEPA | 89.1 | Not recorded | 69c0c9160636e5bf4afc3cd0 | | DCNv2 | 89 | Not recorded | 69c0c9160636e5bf4afc3cd0 | | ResNet | 89 | Not recorded | 69c0c9160636e5bf4afc3cd0 | | Var-T-JEPA | 88.9 | Not recorded | 69c0c9160636e5bf4afc3cd0 | | T-JEPA | 88.9 | Not recorded | 69c0c9160636e5bf4afc3cd0 | | MLP | 88.7 | Not recorded | 69c0c9160636e5bf4afc3cd0 | | T-JEPA | 87.8 | Not recorded | 69c0c9160636e5bf4afc3cd0 | | T-JEPA | 87.1 | Not recorded | 69c0c9160636e5bf4afc3cd0 | | T-JEPA | 85.1 | Not recorded | 69c0c9160636e5bf4afc3cd0 | | T-JEPA | 58.3 | Not recorded | 69c0c9160636e5bf4afc3cd0 | ### Var-T-JEPA Macro F1 Score: 91.2. Result ID: 69c12a9047f34ce924a9d5e8. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Backbone":"ResNet","Evaluation Coverage":"50%"}. This record does not assert independent reproduction. ### Var-T-JEPA Macro F1 Score: 91.2. Result ID: 69c12a9047f34ce924a9d5ee. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Backbone":"AutoInt","Evaluation Coverage":"50%"}. This record does not assert independent reproduction. ### Var-T-JEPA Macro F1 Score: 91.2. Result ID: 69c12a9047f34ce924a9d5f4. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Backbone":"FT-Trans","Evaluation Coverage":"50%"}. This record does not assert independent reproduction. ### Var-T-JEPA Macro F1 Score: 91.1. Result ID: 69c12a9047f34ce924a9d5fa. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Backbone":"XGBoost","Evaluation Coverage":"50%"}. This record does not assert independent reproduction. ### Var-T-JEPA Macro F1 Score: 90.9. Result ID: 69c12a9047f34ce924a9d5e2. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Backbone":"DCNv2","Evaluation Coverage":"50%"}. This record does not assert independent reproduction. ### Var-T-JEPA Macro F1 Score: 90.7. Result ID: 69c12a9047f34ce924a9d5dc. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Backbone":"MLP","Evaluation Coverage":"50%"}. This record does not assert independent reproduction. ### Var-T-JEPA Macro F1 Score: 90.3. Result ID: 69c12a9047f34ce924a9d5e7. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Backbone":"ResNet","Evaluation Coverage":"20%"}. This record does not assert independent reproduction. ### Var-T-JEPA Macro F1 Score: 90.3. Result ID: 69c12a9047f34ce924a9d5f9. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Backbone":"XGBoost","Evaluation Coverage":"20%"}. This record does not assert independent reproduction. ### Var-T-JEPA Macro F1 Score: 90.2. Result ID: 69c12a9047f34ce924a9d5ed. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Backbone":"AutoInt","Evaluation Coverage":"20%"}. This record does not assert independent reproduction. ### Var-T-JEPA Macro F1 Score: 90.1. Result ID: 69c12a9047f34ce924a9d5f8. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Backbone":"XGBoost","Evaluation Coverage":"10%"}. This record does not assert independent reproduction. ### Var-T-JEPA Macro F1 Score: 90. Result ID: 69c12a9047f34ce924a9d5e1. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Backbone":"DCNv2","Evaluation Coverage":"20%"}. This record does not assert independent reproduction. ### Var-T-JEPA Macro F1 Score: 90. Result ID: 69c12a9047f34ce924a9d5f3. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Backbone":"FT-Trans","Evaluation Coverage":"20%"}. This record does not assert independent reproduction. ### Var-T-JEPA Macro F1 Score: 89.9. Result ID: 69c12a9047f34ce924a9d5e6. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Backbone":"ResNet","Evaluation Coverage":"10%"}. This record does not assert independent reproduction. ### Var-T-JEPA Macro F1 Score: 89.8. Result ID: 69c12a9047f34ce924a9d5ec. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Backbone":"AutoInt","Evaluation Coverage":"10%"}. This record does not assert independent reproduction. ### Var-T-JEPA Macro F1 Score: 89.7. Result ID: 69c12a9047f34ce924a9d5f2. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Backbone":"FT-Trans","Evaluation Coverage":"10%"}. This record does not assert independent reproduction. ### Var-T-JEPA Macro F1 Score: 89.7. Result ID: 69c12a9047f34ce924a9d5f7. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Backbone":"XGBoost","Evaluation Coverage":"100%"}. This record does not assert independent reproduction. ### Var-T-JEPA Macro F1 Score: 89.6. Result ID: 69c12a9047f34ce924a9d5e0. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Backbone":"DCNv2","Evaluation Coverage":"10%"}. This record does not assert independent reproduction. ### AutoInt Macro F1 Score: 89.6. Result ID: 69c12a9047f34ce924a9d5e9. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Backbone":"AutoInt","Evaluation Coverage":"100%"}. This record does not assert independent reproduction. ### Var-T-JEPA Macro F1 Score: 89.5. Result ID: 69c12a9047f34ce924a9d5db. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Backbone":"MLP","Evaluation Coverage":"20%"}. This record does not assert independent reproduction. ### Var-T-JEPA Macro F1 Score: 89.4. Result ID: 69c12a9047f34ce924a9d5e5. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Backbone":"ResNet","Evaluation Coverage":"100%"}. This record does not assert independent reproduction. ### Var-T-JEPA Macro F1 Score: 89.4. Result ID: 69c12a9047f34ce924a9d5eb. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Backbone":"AutoInt","Evaluation Coverage":"100%"}. This record does not assert independent reproduction. ### FT-Trans Macro F1 Score: 89.4. Result ID: 69c12a9047f34ce924a9d5ef. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Backbone":"FT-Trans","Evaluation Coverage":"100%"}. This record does not assert independent reproduction. ### XGBoost Macro F1 Score: 89.4. Result ID: 69c12a9047f34ce924a9d5f5. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Backbone":"XGBoost","Evaluation Coverage":"100%"}. This record does not assert independent reproduction. ### Var-T-JEPA Macro F1 Score: 89.3. Result ID: 69c12a9047f34ce924a9d5da. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Backbone":"MLP","Evaluation Coverage":"10%"}. This record does not assert independent reproduction. ### T-JEPA Macro F1 Score: 89.3. Result ID: 69c12a9047f34ce924a9d5e4. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Backbone":"ResNet","Evaluation Coverage":"100%"}. This record does not assert independent reproduction. ### Var-T-JEPA Macro F1 Score: 89.3. Result ID: 69c12a9047f34ce924a9d5f1. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Backbone":"FT-Trans","Evaluation Coverage":"100%"}. This record does not assert independent reproduction. ### Var-T-JEPA Macro F1 Score: 89.1. Result ID: 69c12a9047f34ce924a9d5df. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Backbone":"DCNv2","Evaluation Coverage":"100%"}. This record does not assert independent reproduction. ### DCNv2 Macro F1 Score: 89. Result ID: 69c12a9047f34ce924a9d5dd. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Backbone":"DCNv2","Evaluation Coverage":"100%"}. This record does not assert independent reproduction. ### ResNet Macro F1 Score: 89. Result ID: 69c12a9047f34ce924a9d5e3. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Backbone":"ResNet","Evaluation Coverage":"100%"}. This record does not assert independent reproduction. ### Var-T-JEPA Macro F1 Score: 88.9. Result ID: 69c12a9047f34ce924a9d5d9. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Backbone":"MLP","Evaluation Coverage":"100%"}. This record does not assert independent reproduction. ### T-JEPA Macro F1 Score: 88.9. Result ID: 69c12a9047f34ce924a9d5f6. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Backbone":"XGBoost","Evaluation Coverage":"100%"}. This record does not assert independent reproduction. ### MLP Macro F1 Score: 88.7. Result ID: 69c12a9047f34ce924a9d5d7. [Reporting paper]() Recorded evaluation configuration: {"Backbone":"MLP","Evaluation Coverage":"100%"}. This record does not assert independent reproduction. ### T-JEPA Macro F1 Score: 87.8. Result ID: 69c12a9047f34ce924a9d5de. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Backbone":"DCNv2","Evaluation Coverage":"100%"}. This record does not assert independent reproduction. ### T-JEPA Macro F1 Score: 87.1. Result ID: 69c12a9047f34ce924a9d5ea. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Backbone":"AutoInt","Evaluation Coverage":"100%"}. This record does not assert independent reproduction. ### T-JEPA Macro F1 Score: 85.1. Result ID: 69c12a9047f34ce924a9d5f0. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Backbone":"FT-Trans","Evaluation Coverage":"100%"}. This record does not assert independent reproduction. ### T-JEPA Macro F1 Score: 58.3. Result ID: 69c12a9047f34ce924a9d5d8. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Backbone":"MLP","Evaluation Coverage":"100%"}. This record does not assert independent reproduction. Page 1 of 1. This is an index page, not the full collection.