Multi-class Classification on IF (test)
80.27AccuracyClean (Baseline)
Evaluation results
| Method | Links | |
|---|---|---|
| Clean (Baseline)Model Architecture=Saint2026.02 | 80.27 | |
| Clean (Baseline)Model Architecture=FTT2026.02 | 79.74 | |
| Clean (Baseline)Model Architecture=MLP2026.02 | 79.72 | |
| EMModel Architecture=Saint2026.02 | 75.19 | |
| EMModel Architecture=MLP2026.02 | 73.67 | |
| TAPModel Architecture=Saint2026.02 | 73.52 | |
| CaFAModel Architecture=Saint2026.02 | 72.61 | |
| Clean (Baseline)Model Architecture=Tabnet2026.02 | 72.43 | |
| TAPModel Architecture=MLP2026.02 | 72.43 | |
| TAPModel Architecture=FTT2026.02 | 71.37 | |
| CaFAModel Architecture=MLP2026.02 | 68.13 | |
| CaFAModel Architecture=FTT2026.02 | 67.43 | |
| RobustEMModel Architecture=MLP2026.02 | 65.84 | |
| EMModel Architecture=FTT2026.02 | 65.41 | |
| RobustEMModel Architecture=Saint2026.02 | 64.59 | |
| SEPModel Architecture=MLP2026.02 | 63.72 | |
| CaFAModel Architecture=Tabnet2026.02 | 62.76 | |
| RobustEMModel Architecture=FTT2026.02 | 59.09 | |
| PUEModel Architecture=MLP2026.02 | 58.87 | |
| SEPModel Architecture=Saint2026.02 | 58.12 | |
| PUEModel Architecture=Saint2026.02 | 57.31 | |
| PUEModel Architecture=FTT2026.02 | 54.43 | |
| EMModel Architecture=Tabnet2026.02 | 51.64 | |
| TAPModel Architecture=Tabnet2026.02 | 51.38 | |
| SEPModel Architecture=Tabnet2026.02 | 51.09 | |
| SEPModel Architecture=FTT2026.02 | 50.87 | |
| RobustEMModel Architecture=Tabnet2026.02 | 50.38 | |
| PUEModel Architecture=Tabnet2026.02 | 44.21 | |
| UTOPIAModel Architecture=MLP2026.02 | 42.39 | |
| UTOPIAModel Architecture=Saint2026.02 | 41.48 | |
| UTOPIAModel Architecture=FTT2026.02 | 34.28 | |
| UTOPIAModel Architecture=Tabnet2026.02 | 31.47 |