Binary Classification on Credit Card (test)
79.9Macro F1 ScoreFT-Trans
Evaluation results
| Method | Links | ||
|---|---|---|---|
| FT-TransBackbone=FT-Trans, Evaluation Coverage=100%2026.03 | 79.9 | — | |
| AutoIntBackbone=AutoInt, Evaluation Coverage=100%2026.03 | 79.8 | — | |
| Var-T-JEPABackbone=FT-Trans, Evaluation Coverage=100%2026.03 | 79.8 | — | |
| Var-T-JEPABackbone=MLP, Evaluation Coverage=100%2026.03 | 79.7 | — | |
| Var-T-JEPABackbone=AutoInt, Evaluation Coverage=100%2026.03 | 79.6 | — | |
| DCNv2Backbone=DCNv2, Evaluation Coverage=100%2026.03 | 79.4 | — | |
| Var-T-JEPABackbone=DCNv2, Evaluation Coverage=100%2026.03 | 79.4 | — | |
| ResNetBackbone=ResNet, Evaluation Coverage=100%2026.03 | 79.4 | — | |
| T-JEPABackbone=ResNet, Evaluation Coverage=100%2026.03 | 79.4 | — | |
| Var-T-JEPABackbone=FT-Trans, Evaluation Coverage=20%2026.03 | 79.4 | — | |
| Var-T-JEPABackbone=AutoInt, Evaluation Coverage=20%2026.03 | 79.3 | — | |
| Var-T-JEPABackbone=FT-Trans, Evaluation Coverage=10%2026.03 | 79.3 | — | |
| MLPBackbone=MLP, Evaluation Coverage=100%2026.03 | 79.2 | — | |
| Var-T-JEPABackbone=MLP, Evaluation Coverage=10%2026.03 | 79.2 | — | |
| Var-T-JEPABackbone=MLP, Evaluation Coverage=20%2026.03 | 79.2 | — | |
| Var-T-JEPABackbone=DCNv2, Evaluation Coverage=20%2026.03 | 79.1 | — | |
| Var-T-JEPABackbone=ResNet, Evaluation Coverage=100%2026.03 | 79.1 | — | |
| Var-T-JEPABackbone=AutoInt, Evaluation Coverage=10%2026.03 | 79.1 | — | |
| XGBoostBackbone=XGBoost, Evaluation Coverage=100%2026.03 | 79.1 | — | |
| Var-T-JEPABackbone=DCNv2, Evaluation Coverage=10%2026.03 | 79 | — | |
| Var-T-JEPABackbone=ResNet, Evaluation Coverage=10%2026.03 | 78.9 | — | |
| Var-T-JEPABackbone=ResNet, Evaluation Coverage=20%2026.03 | 78.9 | — | |
| Var-T-JEPABackbone=XGBoost, Evaluation Coverage=10%2026.03 | 78.8 | — | |
| Var-T-JEPABackbone=XGBoost, Evaluation Coverage=20%2026.03 | 78.8 | — | |
| Var-T-JEPABackbone=XGBoost, Evaluation Coverage=100%2026.03 | 78.7 | — | |
| Var-T-JEPABackbone=XGBoost, Evaluation Coverage=50%2026.03 | 78.4 | — | |
| T-JEPABackbone=XGBoost, Evaluation Coverage=100%2026.03 | 78.3 | — | |
| Var-T-JEPABackbone=FT-Trans, Evaluation Coverage=50%2026.03 | 78.2 | — | |
| Var-T-JEPABackbone=AutoInt, Evaluation Coverage=50%2026.03 | 78.1 | — | |
| Var-T-JEPABackbone=MLP, Evaluation Coverage=50%2026.03 | 78 | — | |
| Var-T-JEPABackbone=DCNv2, Evaluation Coverage=50%2026.03 | 78 | — | |
| Var-T-JEPABackbone=ResNet, Evaluation Coverage=50%2026.03 | 78 | — | |
| T-JEPABackbone=AutoInt, Evaluation Coverage=100%2026.03 | 77.7 | — | |
| T-JEPABackbone=FT-Trans, Evaluation Coverage=100%2026.03 | 77.7 | — | |
| T-JEPABackbone=DCNv2, Evaluation Coverage=100%2026.03 | 73.7 | — | |
| GeneticTreeMethod Category=Non-Greedy2026.03 | 68.5 | 1 | |
| CARTMethod Category=Greedy2026.03 | 68.3 | 2 | |
| DL8.5 (Optimal)Method Category=Non-Greedy2026.03 | 67.9 | 3 | |
| T-JEPABackbone=MLP, Evaluation Coverage=100%2026.03 | 67.5 | — | |
| GradTreeMethod Category=Gradient-Based2026.03 | 67.4 | 4 |