Classification on Electricity (EL) (test)
91.7Macro F1-scoreXGBoost
Evaluation Results
| Method | Links | |
|---|---|---|
| XGBoostBackbone=XGBoost, Evaluation Coverage=100%2026.03 | 91.7 | |
| Var-T-JEPABackbone=XGBoost, Evaluation Coverage=20%2026.03 | 89.1 | |
| Var-T-JEPABackbone=XGBoost, Evaluation Coverage=50%2026.03 | 89.1 | |
| Var-T-JEPABackbone=XGBoost, Evaluation Coverage=10%2026.03 | 89 | |
| Var-T-JEPABackbone=XGBoost, Evaluation Coverage=100%2026.03 | 88.8 | |
| T-JEPABackbone=XGBoost, Evaluation Coverage=100%2026.03 | 86 | |
| Var-T-JEPABackbone=DCNv2, Evaluation Coverage=10%2026.03 | 83.1 | |
| Var-T-JEPABackbone=DCNv2, Evaluation Coverage=20%2026.03 | 83.1 | |
| Var-T-JEPABackbone=DCNv2, Evaluation Coverage=50%2026.03 | 83.1 | |
| Var-T-JEPABackbone=DCNv2, Evaluation Coverage=100%2026.03 | 83 | |
| Var-T-JEPABackbone=ResNet, Evaluation Coverage=50%2026.03 | 82.6 | |
| DCNv2Backbone=DCNv2, Evaluation Coverage=100%2026.03 | 82.4 | |
| ResNetBackbone=ResNet, Evaluation Coverage=100%2026.03 | 82.3 | |
| Var-T-JEPABackbone=ResNet, Evaluation Coverage=20%2026.03 | 82.3 | |
| Var-T-JEPABackbone=AutoInt, Evaluation Coverage=50%2026.03 | 82.3 | |
| Var-T-JEPABackbone=ResNet, Evaluation Coverage=10%2026.03 | 82.2 | |
| Var-T-JEPABackbone=AutoInt, Evaluation Coverage=10%2026.03 | 82.2 | |
| Var-T-JEPABackbone=AutoInt, Evaluation Coverage=20%2026.03 | 82.2 | |
| Var-T-JEPABackbone=AutoInt, Evaluation Coverage=100%2026.03 | 82.1 | |
| Var-T-JEPABackbone=ResNet, Evaluation Coverage=100%2026.03 | 82 | |
| FT-TransBackbone=FT-Trans, Evaluation Coverage=100%2026.03 | 81.3 | |
| Var-T-JEPABackbone=FT-Trans, Evaluation Coverage=50%2026.03 | 80.9 | |
| T-JEPABackbone=ResNet, Evaluation Coverage=100%2026.03 | 80.7 | |
| Var-T-JEPABackbone=MLP, Evaluation Coverage=50%2026.03 | 80.3 | |
| Var-T-JEPABackbone=FT-Trans, Evaluation Coverage=20%2026.03 | 80.1 | |
| Var-T-JEPABackbone=FT-Trans, Evaluation Coverage=10%2026.03 | 79.9 | |
| Var-T-JEPABackbone=FT-Trans, Evaluation Coverage=100%2026.03 | 79.7 | |
| Var-T-JEPABackbone=MLP, Evaluation Coverage=20%2026.03 | 79.4 | |
| Var-T-JEPABackbone=MLP, Evaluation Coverage=10%2026.03 | 79.2 | |
| Var-T-JEPABackbone=MLP, Evaluation Coverage=100%2026.03 | 78.9 | |
| MLPBackbone=MLP, Evaluation Coverage=100%2026.03 | 78 | |
| T-JEPABackbone=DCNv2, Evaluation Coverage=100%2026.03 | 76.4 | |
| AutoIntBackbone=AutoInt, Evaluation Coverage=100%2026.03 | 75.5 | |
| T-JEPABackbone=AutoInt, Evaluation Coverage=100%2026.03 | 74.5 | |
| T-JEPABackbone=FT-Trans, Evaluation Coverage=100%2026.03 | 70 | |
| T-JEPABackbone=MLP, Evaluation Coverage=100%2026.03 | 54.5 |