Classification on Census KDD
87.97AccuracyTabFlex
Evaluation Results
| Method | Links | |
|---|---|---|
| TabFlexScenario=Non-strategic2026.05 | 87.97 | |
| Chunked TabPFNScenario=Non-strategic2026.05 | 87.59 | |
| TabDPTScenario=Non-strategic2026.05 | 87.21 | |
| TabPFN v2.5Scenario=Non-strategic2026.05 | 87.2 | |
| TabICLScenario=Non-strategic2026.05 | 87 | |
| SPNScenario=Non-strategic2026.05 | 86.9 | |
| Drift-Resilient TabPFNScenario=Non-strategic2026.05 | 86.8 | |
| SPNScenario=Strategic2026.05 | 86.72 | |
| LightGBMScenario=Non-strategic2026.05 | 86.58 | |
| CatBoostScenario=Non-strategic2026.05 | 86.55 | |
| XGBoostScenario=Non-strategic2026.05 | 86.4 | |
| MLPScenario=Non-strategic2026.05 | 85.64 | |
| SVMScenario=Non-strategic2026.05 | 83.96 | |
| Linear modelsScenario=Non-strategic2026.05 | 82.31 | |
| Drift-Resilient TabPFNScenario=Strategic2026.05 | 81.8 | |
| XGBoostScenario=Strategic2026.05 | 81.63 | |
| LightGBMScenario=Strategic2026.05 | 81.47 | |
| CatBoostScenario=Strategic2026.05 | 81.22 | |
| Chunked TabPFNScenario=Strategic2026.05 | 81.2 | |
| TabPFN v2.5Scenario=Strategic2026.05 | 81.05 | |
| TabICLScenario=Strategic2026.05 | 80.83 | |
| TabDPTScenario=Strategic2026.05 | 80.64 | |
| MLPScenario=Strategic2026.05 | 80.52 | |
| TabFlexScenario=Strategic2026.05 | 80.12 | |
| SVMScenario=Strategic2026.05 | 79.22 | |
| Linear modelsScenario=Strategic2026.05 | 78.45 |