Classification on Covertype (CO) (test)
81.6Macro F1-scoreVar-T-JEPA
Evaluation Results
| Method | Links | |
|---|---|---|
| Var-T-JEPABackbone=XGBoost, Evaluation Coverage=10%2026.03 | 81.6 | |
| Var-T-JEPABackbone=XGBoost, Evaluation Coverage=20%2026.03 | 81.5 | |
| Var-T-JEPABackbone=XGBoost, Evaluation Coverage=50%2026.03 | 81.3 | |
| Var-T-JEPABackbone=XGBoost, Evaluation Coverage=100%2026.03 | 80.7 | |
| XGBoostBackbone=XGBoost, Evaluation Coverage=100%2026.03 | 80.5 | |
| T-JEPABackbone=XGBoost, Evaluation Coverage=100%2026.03 | 80.4 | |
| Var-T-JEPABackbone=ResNet, Evaluation Coverage=10%2026.03 | 78.4 | |
| Var-T-JEPABackbone=ResNet, Evaluation Coverage=50%2026.03 | 78.4 | |
| Var-T-JEPABackbone=DCNv2, Evaluation Coverage=10%2026.03 | 78.3 | |
| Var-T-JEPABackbone=ResNet, Evaluation Coverage=20%2026.03 | 78.1 | |
| Var-T-JEPABackbone=DCNv2, Evaluation Coverage=20%2026.03 | 78 | |
| Var-T-JEPABackbone=DCNv2, Evaluation Coverage=50%2026.03 | 77.8 | |
| Var-T-JEPABackbone=ResNet, Evaluation Coverage=100%2026.03 | 77.8 | |
| ResNetBackbone=ResNet, Evaluation Coverage=100%2026.03 | 77.6 | |
| Var-T-JEPABackbone=DCNv2, Evaluation Coverage=100%2026.03 | 77.5 | |
| Var-T-JEPABackbone=AutoInt, Evaluation Coverage=10%2026.03 | 75.5 | |
| AutoIntBackbone=AutoInt, Evaluation Coverage=100%2026.03 | 75.2 | |
| Var-T-JEPABackbone=AutoInt, Evaluation Coverage=20%2026.03 | 75.2 | |
| Var-T-JEPABackbone=FT-Trans, Evaluation Coverage=10%2026.03 | 75.2 | |
| Var-T-JEPABackbone=AutoInt, Evaluation Coverage=100%2026.03 | 75 | |
| Var-T-JEPABackbone=FT-Trans, Evaluation Coverage=20%2026.03 | 75 | |
| DCNv2Backbone=DCNv2, Evaluation Coverage=100%2026.03 | 74.9 | |
| MLPBackbone=MLP, Evaluation Coverage=100%2026.03 | 74.7 | |
| Var-T-JEPABackbone=AutoInt, Evaluation Coverage=50%2026.03 | 74.5 | |
| Var-T-JEPABackbone=FT-Trans, Evaluation Coverage=100%2026.03 | 74.3 | |
| Var-T-JEPABackbone=FT-Trans, Evaluation Coverage=50%2026.03 | 74.3 | |
| FT-TransBackbone=FT-Trans, Evaluation Coverage=100%2026.03 | 74.1 | |
| Var-T-JEPABackbone=MLP, Evaluation Coverage=50%2026.03 | 69.2 | |
| Var-T-JEPABackbone=MLP, Evaluation Coverage=20%2026.03 | 68 | |
| Var-T-JEPABackbone=MLP, Evaluation Coverage=10%2026.03 | 67.8 | |
| Var-T-JEPABackbone=MLP, Evaluation Coverage=100%2026.03 | 65.7 | |
| T-JEPABackbone=ResNet, Evaluation Coverage=100%2026.03 | 49.9 | |
| T-JEPABackbone=DCNv2, Evaluation Coverage=100%2026.03 | 44.3 | |
| T-JEPABackbone=FT-Trans, Evaluation Coverage=100%2026.03 | 41.7 | |
| T-JEPABackbone=AutoInt, Evaluation Coverage=100%2026.03 | 39.9 | |
| T-JEPABackbone=MLP, Evaluation Coverage=100%2026.03 | 27.4 |