Classification on TabZilla
5.63Average RankLimiX-16M
Evaluation Results
| Method | Links | |
|---|---|---|
| LimiX-16MNumber of Parameters=16.52M2026.06 | 5.63 | |
| LimiX-2MNumber of Parameters=1.92M2026.06 | 6.58 | |
| AutoGluon2026.06 | 8.62 | |
| TabPFN-v2Number of Parameters=7.24M2026.06 | 9.57 | |
| TabM2026.06 | 10.15 | |
| RealMLP2026.06 | 10.33 | |
| TabICLNumber of Parameters=27.10M2026.06 | 10.57 | |
| XGBoost2026.06 | 11.43 | |
| LightGBM2026.06 | 11.53 | |
| RF2026.06 | 13.33 | |
| ExcelFormer2026.06 | 14.27 | |
| CatBoost2026.06 | 14.51 | |
| TabR2026.06 | 15.8 | |
| MitraNumber of Parameters=75.67M2026.06 | 16.03 | |
| T2G-Former2026.06 | 16.05 | |
| ModernNCA2026.06 | 16.12 | |
| TANGOS2026.06 | 16.16 | |
| MLP-PLR2026.06 | 17.01 | |
| ET2026.06 | 17.02 | |
| ResNet2026.06 | 17.32 | |
| FT-Transformer2026.06 | 17.49 | |
| AutoInt2026.06 | 18.38 | |
| MLP2026.06 | 18.47 | |
| DCN-v22026.06 | 18.93 | |
| SAINT2026.06 | 20.75 | |
| SNN2026.06 | 21.62 | |
| DANets2026.06 | 22.48 | |
| TabTransformer2026.06 | 22.51 | |
| TabCaps2026.06 | 23.53 | |
| SwitchTab2026.06 | 24.79 | |
| NODE2026.06 | 26.27 | |
| GrowNet2026.06 | 27 | |
| TabNet2026.06 | 28.05 |