Classification on Bank Marketing (BM) (test)
91.2Macro F1 ScoreVar-T-JEPA
Evaluation results
| Method | Links | |
|---|---|---|
| Var-T-JEPABackbone=ResNet, Evaluation Coverage=50%2026.03 | 91.2 | |
| Var-T-JEPABackbone=AutoInt, Evaluation Coverage=50%2026.03 | 91.2 | |
| Var-T-JEPABackbone=FT-Trans, Evaluation Coverage=50%2026.03 | 91.2 | |
| Var-T-JEPABackbone=XGBoost, Evaluation Coverage=50%2026.03 | 91.1 | |
| Var-T-JEPABackbone=DCNv2, Evaluation Coverage=50%2026.03 | 90.9 | |
| Var-T-JEPABackbone=MLP, Evaluation Coverage=50%2026.03 | 90.7 | |
| Var-T-JEPABackbone=ResNet, Evaluation Coverage=20%2026.03 | 90.3 | |
| Var-T-JEPABackbone=XGBoost, Evaluation Coverage=20%2026.03 | 90.3 | |
| Var-T-JEPABackbone=AutoInt, Evaluation Coverage=20%2026.03 | 90.2 | |
| Var-T-JEPABackbone=XGBoost, Evaluation Coverage=10%2026.03 | 90.1 | |
| Var-T-JEPABackbone=DCNv2, Evaluation Coverage=20%2026.03 | 90 | |
| Var-T-JEPABackbone=FT-Trans, Evaluation Coverage=20%2026.03 | 90 | |
| Var-T-JEPABackbone=ResNet, Evaluation Coverage=10%2026.03 | 89.9 | |
| Var-T-JEPABackbone=AutoInt, Evaluation Coverage=10%2026.03 | 89.8 | |
| Var-T-JEPABackbone=FT-Trans, Evaluation Coverage=10%2026.03 | 89.7 | |
| Var-T-JEPABackbone=XGBoost, Evaluation Coverage=100%2026.03 | 89.7 | |
| Var-T-JEPABackbone=DCNv2, Evaluation Coverage=10%2026.03 | 89.6 | |
| AutoIntBackbone=AutoInt, Evaluation Coverage=100%2026.03 | 89.6 | |
| Var-T-JEPABackbone=MLP, Evaluation Coverage=20%2026.03 | 89.5 | |
| Var-T-JEPABackbone=ResNet, Evaluation Coverage=100%2026.03 | 89.4 | |
| Var-T-JEPABackbone=AutoInt, Evaluation Coverage=100%2026.03 | 89.4 | |
| FT-TransBackbone=FT-Trans, Evaluation Coverage=100%2026.03 | 89.4 | |
| XGBoostBackbone=XGBoost, Evaluation Coverage=100%2026.03 | 89.4 | |
| Var-T-JEPABackbone=MLP, Evaluation Coverage=10%2026.03 | 89.3 | |
| T-JEPABackbone=ResNet, Evaluation Coverage=100%2026.03 | 89.3 | |
| Var-T-JEPABackbone=FT-Trans, Evaluation Coverage=100%2026.03 | 89.3 | |
| Var-T-JEPABackbone=DCNv2, Evaluation Coverage=100%2026.03 | 89.1 | |
| DCNv2Backbone=DCNv2, Evaluation Coverage=100%2026.03 | 89 | |
| ResNetBackbone=ResNet, Evaluation Coverage=100%2026.03 | 89 | |
| Var-T-JEPABackbone=MLP, Evaluation Coverage=100%2026.03 | 88.9 | |
| T-JEPABackbone=XGBoost, Evaluation Coverage=100%2026.03 | 88.9 | |
| MLPBackbone=MLP, Evaluation Coverage=100%2026.03 | 88.7 | |
| T-JEPABackbone=DCNv2, Evaluation Coverage=100%2026.03 | 87.8 | |
| T-JEPABackbone=AutoInt, Evaluation Coverage=100%2026.03 | 87.1 | |
| T-JEPABackbone=FT-Trans, Evaluation Coverage=100%2026.03 | 85.1 | |
| T-JEPABackbone=MLP, Evaluation Coverage=100%2026.03 | 58.3 |