Relational Prediction on Average All 19 Datasets
72.45Average ROC-AUCRDBPFN
Evaluation results
| Method | Links | |
|---|---|---|
| RDBPFNContext Size=10242026.03 | 72.45 | |
| TabPFNv2Context Size=10242026.03 | 72.38 | |
| TabPFNv2.5Context Size=10242026.03 | 72 | |
| LimiX2mContext Size=10242026.03 | 71.87 | |
| TabICLv1Context Size=10242026.03 | 71.75 | |
| LimiX16mContext Size=10242026.03 | 71.59 | |
| TabICLv1.1Context Size=10242026.03 | 71.4 | |
| MitraContext Size=10242026.03 | 71.18 | |
| TabPFNv2.5Context Size=1024, Estimators=12026.03 | 71.17 | |
| LimiX16mContext Size=1024, Estimators=12026.03 | 70.98 | |
| TabICLv1.1Context Size=1024, Estimators=12026.03 | 70.39 | |
| RDBPFNContext Size=1024, Table Mode=single table2026.03 | 69.63 | |
| XGBoostContext Size=10242026.03 | 67.77 | |
| Random ForestContext Size=10242026.03 | 67.68 | |
| AutoGluonContext Size=10242026.03 | 67.61 |