Classification on rel-event u-ignore
90.4AUCRDB-PFN
Evaluation Results
| Method | Links | |
|---|---|---|
| RDB-PFNTraining Regime=Pre-trained Prior2026.06 | 90.4 | |
| JUICETraining Regime=Training-free RFM2026.06 | 89.6 | |
| JUICE (supp×8)Training Regime=Training-free RFM, Ensemble=8 independent supports2026.06 | 88.9 | |
| OpenRFM (tabpfn)Training Regime=Ours2026.06 | 86.9 | |
| OpenRFM (tabicl)Training Regime=Ours2026.06 | 86.8 | |
| RTTraining Regime=Training from Scratch2026.06 | 84.1 | |
| KumoRFMv1Training Regime=Training-based (Official)2026.06 | 82.6 | |
| RelGTTraining Regime=Training from Scratch2026.06 | 82.3 | |
| GriffinTraining Regime=Training-based (Official)2026.06 | 80.6 | |
| NBFNetTraining Regime=Training from Scratch2026.06 | 80.2 | |
| RT-PlurelTraining Regime=Pre-trained Prior2026.06 | 79.5 | |
| RelGNNTraining Regime=Training from Scratch2026.06 | 78.9 | |
| RDL-GNNTraining Regime=Training from Scratch2026.06 | 72.3 |