RDMT on HIPE
0.843AUROCkNNPFN
Evaluation results
| Method | Links | ||
|---|---|---|---|
| kNNPFNTabular In-Context Learning=true, AWARE Alignment=true2026.04 | 0.843 | 0.48 | |
| TabTTask-specific retraining required=true2026.04 | 0.834 | 0.461 | |
| TabDPTTabular In-Context Learning=true, AWARE Alignment=true2026.04 | 0.834 | 0.465 | |
| ResNetTask-specific retraining required=true2026.04 | 0.83 | 0.457 | |
| TabPFNTask-specific retraining required=true2026.04 | 0.828 | 0.455 | |
| CatBTask-specific retraining required=true2026.04 | 0.827 | 0.446 | |
| TabNetTask-specific retraining required=true2026.04 | 0.827 | 0.44 | |
| XGBTask-specific retraining required=true2026.04 | 0.824 | 0.432 | |
| LightGTask-specific retraining required=true2026.04 | 0.814 | 0.438 | |
| TabDPTTabular In-Context Learning=true, AWARE Alignment=false2026.04 | 0.709 | 0.362 | |
| kNNPFNTabular In-Context Learning=true, AWARE Alignment=false2026.04 | 0.706 | 0.365 |