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ResearchFormerly WizWand

Classification on Census KDD

87.97AccuracyTabFlex
78.069280.639683.2185.7804May 19, 2026
Updated 5mo ago

Evaluation results

MethodLinks
TabFlexScenario=Non-strategic2026.0587.97
Chunked TabPFNScenario=Non-strategic2026.0587.59
TabDPTScenario=Non-strategic2026.0587.21
TabPFN v2.5Scenario=Non-strategic2026.0587.2
TabICLScenario=Non-strategic2026.0587
SPNScenario=Non-strategic2026.0586.9
Drift-Resilient TabPFNScenario=Non-strategic2026.0586.8
SPNScenario=Strategic2026.0586.72
LightGBMScenario=Non-strategic2026.0586.58
CatBoostScenario=Non-strategic2026.0586.55
XGBoostScenario=Non-strategic2026.0586.4
MLPScenario=Non-strategic2026.0585.64
SVMScenario=Non-strategic2026.0583.96
Linear modelsScenario=Non-strategic2026.0582.31
Drift-Resilient TabPFNScenario=Strategic2026.0581.8
XGBoostScenario=Strategic2026.0581.63
LightGBMScenario=Strategic2026.0581.47
CatBoostScenario=Strategic2026.0581.22
Chunked TabPFNScenario=Strategic2026.0581.2
TabPFN v2.5Scenario=Strategic2026.0581.05
TabICLScenario=Strategic2026.0580.83
TabDPTScenario=Strategic2026.0580.64
MLPScenario=Strategic2026.0580.52
TabFlexScenario=Strategic2026.0580.12
SVMScenario=Strategic2026.0579.22
Linear modelsScenario=Strategic2026.0578.45