CPE on HIPE
78.2AUROCkNNPFN
Evaluation results
| Method | Links | ||
|---|---|---|---|
| kNNPFNTabular In-Context Learning=true, AWARE Alignment=true2026.04 | 78.2 | 23.2 | |
| TabTTask-specific retraining required=true2026.04 | 78.1 | 8 | |
| TabDPTTabular In-Context Learning=true, AWARE Alignment=true2026.04 | 78.1 | 22.1 | |
| ResNetTask-specific retraining required=true2026.04 | 77.3 | 4.6 | |
| kNNPFNTabular In-Context Learning=true, AWARE Alignment=false2026.04 | 76 | 14.1 | |
| XGBTask-specific retraining required=true2026.04 | 75.5 | 3.6 | |
| TabDPTTabular In-Context Learning=true, AWARE Alignment=false2026.04 | 74.6 | 1.7 | |
| LightGTask-specific retraining required=true2026.04 | 71.9 | 3 | |
| TabPFNTask-specific retraining required=true2026.04 | 71.9 | 2.2 | |
| CatBTask-specific retraining required=true2026.04 | 64.5 | 2.7 | |
| TabNetTask-specific retraining required=true2026.04 | 55.8 | 11.1 |