Tabular Classification on Diabetes (test)
82.94AccuracyCTGAN
Evaluation results
| Method | Links | ||
|---|---|---|---|
| CTGANDownstream Model=DT2026.04 | 82.94 | 30 | |
| GREATDownstream Model=DT2026.04 | 82.94 | 30 | |
| GRADEDownstream Model=DT2026.04 | 82.94 | 37 | |
| SAGE (w/FS)Downstream Model=DT2026.04 | 82.94 | 30 | |
| OriginalDownstream Model=DT2026.04 | 82.73 | 33 | |
| GREATDownstream Model=RF2026.04 | 82.37 | 41 | |
| TVAEDownstream Model=RF2026.04 | 82.2 | 42 | |
| CTGANDownstream Model=RF2026.04 | 82.18 | 36 | |
| TVAEDownstream Model=DT2026.04 | 81.93 | 37 | |
| GRADEDownstream Model=RF2026.04 | 81.86 | 42 | |
| SPADADownstream Model=DT2026.04 | 81.17 | 32 | |
| SAGE (w/LC)Downstream Model=RF2026.04 | 80.72 | 40 | |
| SAGE (w/FS)Downstream Model=RF2026.04 | 80.15 | 41 | |
| OriginalDownstream Model=RF2026.04 | 79.87 | 44 | |
| SAGE (w/LC)Downstream Model=DT2026.04 | 75.58 | 34 | |
| SPADADownstream Model=RF2026.04 | 68.67 | 37 | |
| Static CMISelection Category=Static2025.08 | 62.64 | — | |
| VIPSelection Category=Dynamic, Optimization Strategy=Greedy2025.08 | 61.74 | — | |
| FtreeSelection Category=Dynamic, Optimization Strategy=RL2025.08 | 61.36 | — | |
| ReMLPSelection Category=Dynamic, Optimization Strategy=RL2025.08 | 58.31 | — | |
| DIMESelection Category=Dynamic, Optimization Strategy=Greedy2025.08 | 55.87 | — | |
| MLPSelection Category=Dynamic, Optimization Strategy=RL2025.08 | 55.01 | — | |
| ReMLPSelection Category=Dynamic, Optimization Strategy=Greedy2025.08 | 54.83 | — | |
| FTreeSelection Category=Dynamic, Optimization Strategy=Greedy2025.08 | 54.7 | — | |
| CWCFSelection Category=Dynamic, Optimization Strategy=RL2025.08 | 53.66 | — | |
| TabNetSelection Category=Static2025.08 | 53.61 | — | |
| CARTSelection Category=Dynamic, Optimization Strategy=RL2025.08 | 52.6 | — | |
| MLPSelection Category=Dynamic, Optimization Strategy=Greedy2025.08 | 52.56 | — | |
| CARTSelection Category=Dynamic, Optimization Strategy=Greedy2025.08 | 49.79 | — | |
| INVASESelection Category=Dynamic, Optimization Strategy=Greedy2025.08 | 48.7 | — | |
| TabSynDownstream Model=RF2026.04 | 8.14 | 12 | |
| TabSynDownstream Model=DT2026.04 | 3.82 | 4 |