Classification on TabReD
96.35Accuracy (Homesite Insurance)MaskTab(Base)
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| MaskTab(Base)2026.05 | 96.35 | 60.69 | 86.98 | |
| FT-Transformer2026.05 | 96.22 | 57.75 | 85.71 | |
| MLP-PLR2026.05 | 96.21 | 59.57 | 85.68 | |
| CatBoost2026.05 | 96.06 | 55.96 | 86.21 | |
| LightGBM2026.05 | 96.03 | 57.58 | 86.64 | |
| XGBoost2026.05 | 96.01 | 57.63 | 86.7 | |
| TransTab2026.05 | 95.64 | 58.68 | 84.98 | |
| CM22026.05 | 95.6 | 58.9 | 83.92 | |
| Trompt2026.05 | 95.46 | 57.92 | 83.81 | |
| TabNet2026.05 | 95.31 | 58.55 | 77.01 | |
| TabR2026.05 | 95.22 | 58.5 | 84.84 | |
| SNN2026.05 | 94.92 | 59.96 | 85.51 | |
| ResNet2026.05 | 94.69 | 59.98 | 84.93 | |
| TabPFN-2.52026.05 | 94.43 | 58.04 | — | |
| DCNv22026.05 | 93.92 | 59.55 | 84.66 |