Binary Classification on KC1 (test)
86.01AccuracyClean (Baseline)
Evaluation results
| Method | Links | |
|---|---|---|
| Clean (Baseline)Model Architecture=FTT2026.02 | 86.01 | |
| Clean (Baseline)Model Architecture=Saint2026.02 | 85.54 | |
| Clean (Baseline)Model Architecture=MLP2026.02 | 85.07 | |
| Clean (Baseline)Model Architecture=Tabnet2026.02 | 84.59 | |
| TAPModel Architecture=MLP2026.02 | 73.4 | |
| TAPModel Architecture=Tabnet2026.02 | 72.15 | |
| CaFAModel Architecture=Tabnet2026.02 | 70.43 | |
| EMModel Architecture=Tabnet2026.02 | 69.43 | |
| CaFAModel Architecture=MLP2026.02 | 69.15 | |
| EMModel Architecture=Saint2026.02 | 68.6 | |
| TAPModel Architecture=Saint2026.02 | 68.01 | |
| EMModel Architecture=MLP2026.02 | 66.53 | |
| CaFAModel Architecture=Saint2026.02 | 64.84 | |
| TAPModel Architecture=FTT2026.02 | 63.42 | |
| RobustEMModel Architecture=Saint2026.02 | 62.04 | |
| EMModel Architecture=FTT2026.02 | 61.63 | |
| RobustEMModel Architecture=Tabnet2026.02 | 60.85 | |
| RobustEMModel Architecture=MLP2026.02 | 59.65 | |
| SEPModel Architecture=MLP2026.02 | 59.65 | |
| SEPModel Architecture=Tabnet2026.02 | 59.24 | |
| PUEModel Architecture=Saint2026.02 | 59.1 | |
| PUEModel Architecture=MLP2026.02 | 58.76 | |
| SEPModel Architecture=Saint2026.02 | 58.7 | |
| PUEModel Architecture=Tabnet2026.02 | 58.65 | |
| CaFAModel Architecture=FTT2026.02 | 57.94 | |
| SEPModel Architecture=FTT2026.02 | 56.26 | |
| PUEModel Architecture=FTT2026.02 | 55.55 | |
| RobustEMModel Architecture=FTT2026.02 | 54.61 | |
| UTOPIAModel Architecture=Saint2026.02 | 46.54 | |
| UTOPIAModel Architecture=Tabnet2026.02 | 45.79 | |
| UTOPIAModel Architecture=MLP2026.02 | 41.89 | |
| UTOPIAModel Architecture=FTT2026.02 | 40.37 |