Classification on Adult Income (test)
0.8593AccuracyOriginal
Evaluation Results
| Method | Links | |
|---|---|---|
| OriginalDownstream model=RF2024.09 | 0.8593 | |
| Binary DiffusionDownstream model=RF, Number of parameters=1.4M2024.09 | 0.8574 | |
| Binary DiffusionDownstream model=LR, Number of parameters=1.4M2024.09 | 0.8545 | |
| GReaTDownstream model=RF, Number of parameters=355M2024.09 | 0.8542 | |
| OriginalDownstream model=DT2024.09 | 0.8527 | |
| Binary DiffusionDownstream model=DT, Number of parameters=1.4M2024.09 | 0.8527 | |
| Distill-GReaTDownstream model=RF, Number of parameters=82M2024.09 | 0.8525 | |
| OriginalDownstream model=LR2024.09 | 0.85 | |
| GReaTDownstream model=DT, Number of parameters=355M2024.09 | 0.8481 | |
| GReaTDownstream model=LR, Number of parameters=355M2024.09 | 0.8477 | |
| Distill-GReaTDownstream model=LR, Number of parameters=82M2024.09 | 0.8465 | |
| Distill-GReaTDownstream model=DT, Number of parameters=82M2024.09 | 0.8449 | |
| CTGANDownstream model=RF, Number of parameters=302K2024.09 | 0.8353 | |
| TVAEDownstream model=RF, Number of parameters=53K2024.09 | 0.8348 | |
| CTGANDownstream model=LR, Number of parameters=302K2024.09 | 0.832 | |
| TVAEDownstream model=DT, Number of parameters=53K2024.09 | 0.828 | |
| CTGANDownstream model=DT, Number of parameters=302K2024.09 | 0.8132 | |
| CopulaGANDownstream model=LR, Number of parameters=300K2024.09 | 0.8061 | |
| TVAEDownstream model=LR, Number of parameters=53K2024.09 | 0.8053 | |
| CopulaGANDownstream model=RF, Number of parameters=300K2024.09 | 0.8046 | |
| CopulaGANDownstream model=DT, Number of parameters=300K2024.09 | 0.7629 |