Classification on SIM (test)
96.2Macro F1-scoreFT-Trans
Evaluation Results
| Method | Links | |
|---|---|---|
| FT-TransBackbone=FT-Trans, Evaluation Coverage=100%2026.03 | 96.2 | |
| Var-T-JEPABackbone=XGBoost, Evaluation Coverage=50%2026.03 | 95.5 | |
| Var-T-JEPABackbone=XGBoost, Evaluation Coverage=20%2026.03 | 95.1 | |
| XGBoostBackbone=XGBoost, Evaluation Coverage=100%2026.03 | 94.8 | |
| Var-T-JEPABackbone=XGBoost, Evaluation Coverage=10%2026.03 | 94.8 | |
| Var-T-JEPABackbone=XGBoost, Evaluation Coverage=100%2026.03 | 94.5 | |
| AutoIntBackbone=AutoInt, Evaluation Coverage=100%2026.03 | 89.7 | |
| ResNetBackbone=ResNet, Evaluation Coverage=100%2026.03 | 87.7 | |
| T-JEPABackbone=XGBoost, Evaluation Coverage=100%2026.03 | 84.9 | |
| MLPBackbone=MLP, Evaluation Coverage=100%2026.03 | 82.1 | |
| T-JEPABackbone=AutoInt, Evaluation Coverage=100%2026.03 | 76.8 | |
| T-JEPABackbone=DCNv2, Evaluation Coverage=100%2026.03 | 75.9 | |
| Var-T-JEPABackbone=AutoInt, Evaluation Coverage=50%2026.03 | 74.1 | |
| Var-T-JEPABackbone=DCNv2, Evaluation Coverage=50%2026.03 | 73.5 | |
| Var-T-JEPABackbone=FT-Trans, Evaluation Coverage=50%2026.03 | 73.2 | |
| Var-T-JEPABackbone=AutoInt, Evaluation Coverage=20%2026.03 | 72 | |
| Var-T-JEPABackbone=AutoInt, Evaluation Coverage=10%2026.03 | 71.9 | |
| Var-T-JEPABackbone=FT-Trans, Evaluation Coverage=10%2026.03 | 71.2 | |
| Var-T-JEPABackbone=FT-Trans, Evaluation Coverage=20%2026.03 | 71.2 | |
| Var-T-JEPABackbone=DCNv2, Evaluation Coverage=10%2026.03 | 71.1 | |
| Var-T-JEPABackbone=AutoInt, Evaluation Coverage=100%2026.03 | 71.1 | |
| Var-T-JEPABackbone=DCNv2, Evaluation Coverage=20%2026.03 | 70.7 | |
| Var-T-JEPABackbone=DCNv2, Evaluation Coverage=100%2026.03 | 70.3 | |
| Var-T-JEPABackbone=FT-Trans, Evaluation Coverage=100%2026.03 | 70.1 | |
| T-JEPABackbone=FT-Trans, Evaluation Coverage=100%2026.03 | 69.6 | |
| Var-T-JEPABackbone=MLP, Evaluation Coverage=50%2026.03 | 69.1 | |
| T-JEPABackbone=ResNet, Evaluation Coverage=100%2026.03 | 68.9 | |
| DCNv2Backbone=DCNv2, Evaluation Coverage=100%2026.03 | 67.3 | |
| Var-T-JEPABackbone=MLP, Evaluation Coverage=10%2026.03 | 67.1 | |
| Var-T-JEPABackbone=MLP, Evaluation Coverage=20%2026.03 | 67.1 | |
| T-JEPABackbone=MLP, Evaluation Coverage=100%2026.03 | 66.2 | |
| Var-T-JEPABackbone=MLP, Evaluation Coverage=100%2026.03 | 65.9 | |
| Var-T-JEPABackbone=ResNet, Evaluation Coverage=50%2026.03 | 60.2 | |
| Var-T-JEPABackbone=ResNet, Evaluation Coverage=20%2026.03 | 57 | |
| Var-T-JEPABackbone=ResNet, Evaluation Coverage=10%2026.03 | 56 | |
| Var-T-JEPABackbone=ResNet, Evaluation Coverage=100%2026.03 | 54.9 |