Classification on LDLSS Dataset Collection Overall (Rank)
4.5RankTabPFN v2
Evaluation results
| Method | Links | |
|---|---|---|
| TabPFN v22026.05 | 4.5 | |
| CatBoost2026.05 | 5.33 | |
| GBM2026.05 | 9.5 | |
| TabulaRNN2026.05 | 9.67 | |
| AutoInt2026.05 | 11 | |
| FT-Transformer2026.05 | 12 | |
| NODE2026.05 | 12.33 | |
| TabR2026.05 | 12.5 | |
| Random Forest2026.05 | 13 | |
| LGBM2026.05 | 13 | |
| Trompt2026.05 | 13 | |
| XGBoost2026.05 | 13.17 | |
| TabPFN2026.05 | 13.17 | |
| DynaTab2026.05 | 14.17 | |
| Mambular2026.05 | 15 | |
| MambAttention2026.05 | 15.33 | |
| LSPIN2026.05 | 15.83 | |
| ResNetTabular2026.05 | 16 | |
| Decision Tree2026.05 | 16.17 | |
| LLSPIN2026.05 | 16.5 | |
| TabM2026.05 | 16.67 | |
| INVASE2026.05 | 17.5 | |
| SVM2026.05 | 18 | |
| CategoryEmbedding2026.05 | 18.17 | |
| TabSeq2026.05 | 18.5 | |
| SAINT2026.05 | 18.83 | |
| 1-D CNN2026.05 | 19.33 | |
| MLP2026.05 | 19.5 | |
| MambaTab2026.05 | 20 | |
| ModernNCA2026.05 | 20.83 | |
| TabNet2026.05 | 21.17 | |
| Lasso2026.05 | 22 | |
| TabTransformer2026.05 | 22.17 | |
| STG2026.05 | 22.5 | |
| AdaBoost2026.05 | 23.17 | |
| REAL-X2026.05 | 24 | |
| DeepFM2026.05 | 25 | |
| DANets2026.05 | 26.17 | |
| NDTF2026.05 | 26.83 | |
| DCN2026.05 | 27 | |
| KNN2026.05 | 28 | |
| ENODE2026.05 | 30 | |
| Naive Bayes2026.05 | 31.33 | |
| TANGOS2026.05 | 31.5 | |
| L2X2026.05 | 34.67 | |
| ProtoGate2026.05 | 40.5 |