Binary Classification on Employee (test)
85.49AccuracyClean (Baseline)
Evaluation results
| Method | Links | |
|---|---|---|
| Clean (Baseline)Model Architecture=Saint2026.02 | 85.49 | |
| Clean (Baseline)Model Architecture=FTT2026.02 | 83.99 | |
| Clean (Baseline)Model Architecture=MLP2026.02 | 83.35 | |
| Clean (Baseline)Model Architecture=Tabnet2026.02 | 82.16 | |
| CaFAModel Architecture=FTT2026.02 | 70.63 | |
| EMModel Architecture=MLP2026.02 | 70.03 | |
| TAPModel Architecture=Tabnet2026.02 | 69.49 | |
| EMModel Architecture=Saint2026.02 | 68.69 | |
| TAPModel Architecture=MLP2026.02 | 68.52 | |
| CaFAModel Architecture=Tabnet2026.02 | 67.93 | |
| TAPModel Architecture=FTT2026.02 | 67.52 | |
| CaFAModel Architecture=MLP2026.02 | 66.32 | |
| TAPModel Architecture=Saint2026.02 | 65.56 | |
| EMModel Architecture=FTT2026.02 | 65.25 | |
| RobustEMModel Architecture=Saint2026.02 | 64.66 | |
| PUEModel Architecture=FTT2026.02 | 64.63 | |
| SEPModel Architecture=MLP2026.02 | 63.41 | |
| EMModel Architecture=Tabnet2026.02 | 63.14 | |
| CaFAModel Architecture=Saint2026.02 | 62.95 | |
| SEPModel Architecture=Saint2026.02 | 60.62 | |
| RobustEMModel Architecture=MLP2026.02 | 60.03 | |
| RobustEMModel Architecture=Tabnet2026.02 | 59.87 | |
| SEPModel Architecture=FTT2026.02 | 59.84 | |
| RobustEMModel Architecture=FTT2026.02 | 59.72 | |
| PUEModel Architecture=MLP2026.02 | 59.59 | |
| PUEModel Architecture=Tabnet2026.02 | 58.68 | |
| PUEModel Architecture=Saint2026.02 | 58.54 | |
| SEPModel Architecture=Tabnet2026.02 | 57.16 | |
| UTOPIAModel Architecture=MLP2026.02 | 49.26 | |
| UTOPIAModel Architecture=Tabnet2026.02 | 47.44 | |
| UTOPIAModel Architecture=Saint2026.02 | 45.86 | |
| UTOPIAModel Architecture=FTT2026.02 | 44.36 |