Classification on OpenML-cc18 (Average Rank Metric)
4.99Average Rank (AUC, Acc, F1)LimiX-16M
Evaluation Results
| Method | Links | |
|---|---|---|
| LimiX-16MNumber of Parameters=16.52M2026.06 | 4.99 | |
| LimiX-2MNumber of Parameters=1.92M2026.06 | 5.83 | |
| AutoGluon2026.06 | 7.79 | |
| TabPFN-v2Number of Parameters=7.24M2026.06 | 8.56 | |
| RealMLP2026.06 | 9.36 | |
| TabICLNumber of Parameters=27.10M2026.06 | 10.04 | |
| TabM2026.06 | 10.75 | |
| LightGBM2026.06 | 11.16 | |
| XGBoost2026.06 | 11.51 | |
| ExcelFormer2026.06 | 14.21 | |
| CatBoost2026.06 | 14.27 | |
| ResNet2026.06 | 14.72 | |
| RF2026.06 | 14.89 | |
| TANGOS2026.06 | 14.91 | |
| MitraNumber of Parameters=75.67M2026.06 | 15.24 | |
| TabR2026.06 | 15.83 | |
| MLP2026.06 | 16.01 | |
| T2G-Former2026.06 | 16.49 | |
| ET2026.06 | 17.07 | |
| MLP-PLR2026.06 | 17.23 | |
| ModernNCA2026.06 | 17.47 | |
| FT-Transformer2026.06 | 17.74 | |
| AutoInt2026.06 | 19.87 | |
| DANets2026.06 | 19.89 | |
| DCN-v22026.06 | 19.94 | |
| TabCaps2026.06 | 22.34 | |
| SNN2026.06 | 22.49 | |
| SwitchTab2026.06 | 23.37 | |
| TabTransformer2026.06 | 24.05 | |
| SAINT2026.06 | 25.98 | |
| TabNet2026.06 | 26.4 | |
| NODE2026.06 | 26.64 | |
| GrowNet2026.06 | 27.94 |