Classification on Adult (test) (macro F1-score)
92.3Macro F1 ScoreVar-T-JEPA
Evaluation Results
| Method | Links | |
|---|---|---|
| Var-T-JEPABackbone=XGBoost, Evaluation Coverage=50%2026.03 | 92.3 | |
| Var-T-JEPABackbone=ResNet, Evaluation Coverage=50%2026.03 | 92 | |
| Var-T-JEPABackbone=AutoInt, Evaluation Coverage=50%2026.03 | 91.8 | |
| Var-T-JEPABackbone=FT-Trans, Evaluation Coverage=50%2026.03 | 91.7 | |
| Var-T-JEPABackbone=DCNv2, Evaluation Coverage=50%2026.03 | 91.6 | |
| Var-T-JEPABackbone=MLP, Evaluation Coverage=50%2026.03 | 91.5 | |
| Var-T-JEPABackbone=XGBoost, Evaluation Coverage=20%2026.03 | 88.8 | |
| Var-T-JEPABackbone=ResNet, Evaluation Coverage=20%2026.03 | 88.1 | |
| Var-T-JEPABackbone=AutoInt, Evaluation Coverage=20%2026.03 | 88 | |
| Var-T-JEPABackbone=FT-Trans, Evaluation Coverage=20%2026.03 | 87.9 | |
| Var-T-JEPABackbone=DCNv2, Evaluation Coverage=20%2026.03 | 87.8 | |
| Var-T-JEPABackbone=MLP, Evaluation Coverage=20%2026.03 | 87.7 | |
| Var-T-JEPABackbone=XGBoost, Evaluation Coverage=10%2026.03 | 87 | |
| Var-T-JEPABackbone=ResNet, Evaluation Coverage=10%2026.03 | 86.4 | |
| Var-T-JEPABackbone=AutoInt, Evaluation Coverage=10%2026.03 | 86.3 | |
| Var-T-JEPABackbone=FT-Trans, Evaluation Coverage=10%2026.03 | 86.2 | |
| Var-T-JEPABackbone=DCNv2, Evaluation Coverage=10%2026.03 | 86.1 | |
| XGBoostBackbone=XGBoost, Evaluation Coverage=100%2026.03 | 86 | |
| Var-T-JEPABackbone=MLP, Evaluation Coverage=10%2026.03 | 85.9 | |
| T-JEPABackbone=XGBoost, Evaluation Coverage=100%2026.03 | 85 | |
| Var-T-JEPABackbone=XGBoost, Evaluation Coverage=100%2026.03 | 85 | |
| Var-T-JEPABackbone=ResNet, Evaluation Coverage=100%2026.03 | 84.9 | |
| T-JEPABackbone=AutoInt, Evaluation Coverage=100%2026.03 | 84.9 | |
| Var-T-JEPABackbone=DCNv2, Evaluation Coverage=100%2026.03 | 84.8 | |
| Var-T-JEPABackbone=AutoInt, Evaluation Coverage=100%2026.03 | 84.8 | |
| T-JEPABackbone=FT-Trans, Evaluation Coverage=100%2026.03 | 84.7 | |
| Var-T-JEPABackbone=FT-Trans, Evaluation Coverage=100%2026.03 | 84.7 | |
| T-JEPABackbone=DCNv2, Evaluation Coverage=100%2026.03 | 84.6 | |
| MLPBackbone=MLP, Evaluation Coverage=100%2026.03 | 84.5 | |
| Var-T-JEPABackbone=MLP, Evaluation Coverage=100%2026.03 | 84.5 | |
| T-JEPABackbone=ResNet, Evaluation Coverage=100%2026.03 | 84.5 | |
| ResNetBackbone=ResNet, Evaluation Coverage=100%2026.03 | 84.4 | |
| T-JEPABackbone=MLP, Evaluation Coverage=100%2026.03 | 84.2 | |
| AutoIntBackbone=AutoInt, Evaluation Coverage=100%2026.03 | 68.7 | |
| FT-TransBackbone=FT-Trans, Evaluation Coverage=100%2026.03 | 68.7 | |
| DCNv2Backbone=DCNv2, Evaluation Coverage=100%2026.03 | 68.4 |